In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7f7e1f933668>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7f7e1f816710>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
# TODO: Implement Function
input_real = tf.placeholder(tf.float32,
shape=(None, image_width, image_height, image_channels),
name='input_real')
inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='input_z')
learning_rate = tf.placeholder(tf.float32, name='learning_rate')
return input_real, inputs_z, learning_rate
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).
alpha = 0.2
def leaky_relu(x):
return tf.maximum(alpha*x,x)
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param images: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
# TODO: Implement Function
with tf.variable_scope('discriminator', reuse=reuse):
conv_layer1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same')
relu1 = leaky_relu(conv_layer1)
conv_layer2 = tf.layers.conv2d(conv_layer1, 128, 5, strides=2, padding='same')
conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=True)
relu2 = leaky_relu(conv_layer2)
conv_layer3 = tf.layers.conv2d(conv_layer2, 256, 5, strides=2, padding='same')
conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=True)
relu3 = leaky_relu(conv_layer3)
conv_layer4 = tf.layers.conv2d(conv_layer3, 512, 5, strides=2, padding='same')
conv_layer4 = tf.layers.batch_normalization(conv_layer4)
relu4 = leaky_relu(conv_layer4)
#Flat
flat = tf.reshape(relu3, (-1, 4*4*256))
#Logits
logits = tf.layers.dense(flat, 1)
out = tf.sigmoid(logits)
return out, logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# TODO: Implement Function
with tf.variable_scope('generator', reuse=False if is_train==True else True):
#Fully connected layer
fully_conn = tf.layers.dense(z, 7*7*512)
fully_conn = tf.reshape(fully_conn, (-1,7,7,512))
fully_conn = tf.layers.batch_normalization(fully_conn, training=is_train)
fully_conn = leaky_relu(fully_conn)
# 7x7x512
#Convolutions
conv_layer1 = tf.layers.conv2d_transpose(fully_conn, 256, 5, strides=2, padding='same')
conv_layer1 = tf.layers.batch_normalization(conv_layer1, training=is_train)
conv_layer1 = leaky_relu(conv_layer1)
# 14x14x256
conv_layer2 = tf.layers.conv2d_transpose(conv_layer1, 128, 5, strides=1, padding='same')
conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=is_train)
conv_layer2 = leaky_relu(conv_layer2)
# 14x14x128
conv_layer3 = tf.layers.conv2d_transpose(conv_layer2, 64, 5, strides=2, padding='same')
conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=is_train)
conv_layer3 = leaky_relu(conv_layer3)
# 28x28x64
# Output layer
logits = tf.layers.conv2d_transpose(conv_layer3, out_channel_dim, 5, strides=1, padding='same')
# 28x28xout_dim
gen_out = tf.tanh(logits)
return gen_out
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
# TODO: Implement Function
# Label smoothing
smooth = 0.1
g_model = generator(input_z, out_channel_dim, is_train=True)
d_model_real, d_logits_real = discriminator(input_real, reuse=False)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real,
labels=(tf.ones_like(d_model_real)*(1-smooth)) ))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake,
labels=tf.zeros_like(d_model_fake)))
dicriminator_loss = d_loss_real + d_loss_fake
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
return dicriminator_loss, g_loss
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# TODO: Implement Function
# Get weights and bias to update
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
print("Shape:", data_shape)
print("Learning rate:", learning_rate)
img_width = data_shape[1]
img_height = data_shape[2]
img_channels = data_shape[3]
# Init GAN
input_real, input_z, lr = model_inputs(img_width, img_height, img_channels, z_dim)
print(input_real)
print(input_z)
d_loss, g_loss = model_loss(input_real, input_z, img_channels)
d_opt, g_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
# Train
steps = 0
saver = tf.train.Saver()
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
# TODO: Train Model
steps += 1
#adjust the range
batch_images *= 2
batch_z = np.random.uniform(-1,1, size=(batch_size, z_dim))
_ = sess.run(d_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
_ = sess.run(g_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
if steps % 5 == 0:
d_loss_train = d_loss.eval({input_z: batch_z, input_real: batch_images})
g_loss_train = g_loss.eval({input_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
"Discriminator Loss: {:.4f}...".format(d_loss_train),
"Generator Loss: {:.4f}".format(g_loss_train))
if steps % 100 == 0:
show_generator_output(sess, 25, input_z, img_channels, data_image_mode)
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
alpha = 0.2
tf.reset_default_graph()
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 3
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Shape: (60000, 28, 28, 1)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 1), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/3... Discriminator Loss: 6.0822... Generator Loss: 0.0037
Epoch 1/3... Discriminator Loss: 6.0905... Generator Loss: 0.0052
Epoch 1/3... Discriminator Loss: 5.1466... Generator Loss: 0.0116
Epoch 1/3... Discriminator Loss: 0.5219... Generator Loss: 2.2454
Epoch 1/3... Discriminator Loss: 4.3805... Generator Loss: 0.0237
Epoch 1/3... Discriminator Loss: 0.3559... Generator Loss: 6.9227
Epoch 1/3... Discriminator Loss: 0.3841... Generator Loss: 3.4970
Epoch 1/3... Discriminator Loss: 0.3621... Generator Loss: 4.0656
Epoch 1/3... Discriminator Loss: 0.3437... Generator Loss: 11.4582
Epoch 1/3... Discriminator Loss: 0.4163... Generator Loss: 2.7562
Epoch 1/3... Discriminator Loss: 0.3992... Generator Loss: 2.8926
Epoch 1/3... Discriminator Loss: 0.5545... Generator Loss: 5.6646
Epoch 1/3... Discriminator Loss: 0.4015... Generator Loss: 3.3633
Epoch 1/3... Discriminator Loss: 1.4801... Generator Loss: 0.4955
Epoch 1/3... Discriminator Loss: 0.5072... Generator Loss: 4.3923
Epoch 1/3... Discriminator Loss: 0.3537... Generator Loss: 6.2240
Epoch 1/3... Discriminator Loss: 1.8052... Generator Loss: 0.5104
Epoch 1/3... Discriminator Loss: 0.7781... Generator Loss: 1.2836
Epoch 1/3... Discriminator Loss: 0.8335... Generator Loss: 1.2480
Epoch 1/3... Discriminator Loss: 0.5785... Generator Loss: 2.1525
Epoch 1/3... Discriminator Loss: 0.9029... Generator Loss: 1.0882 Epoch 1/3... Discriminator Loss: 0.9764... Generator Loss: 1.2225 Epoch 1/3... Discriminator Loss: 0.8071... Generator Loss: 1.2214 Epoch 1/3... Discriminator Loss: 0.6930... Generator Loss: 1.4470 Epoch 1/3... Discriminator Loss: 1.1244... Generator Loss: 0.9557 Epoch 1/3... Discriminator Loss: 0.8019... Generator Loss: 1.5602 Epoch 1/3... Discriminator Loss: 1.9883... Generator Loss: 0.3920 Epoch 1/3... Discriminator Loss: 1.0820... Generator Loss: 1.1834 Epoch 1/3... Discriminator Loss: 1.7256... Generator Loss: 0.3621 Epoch 1/3... Discriminator Loss: 1.9771... Generator Loss: 0.5938 Epoch 1/3... Discriminator Loss: 1.2074... Generator Loss: 0.8041 Epoch 1/3... Discriminator Loss: 1.4878... Generator Loss: 1.7054 Epoch 1/3... Discriminator Loss: 1.2966... Generator Loss: 0.8153 Epoch 1/3... Discriminator Loss: 1.3762... Generator Loss: 0.6862 Epoch 1/3... Discriminator Loss: 1.0592... Generator Loss: 1.0182 Epoch 1/3... Discriminator Loss: 1.5238... Generator Loss: 0.7505 Epoch 1/3... Discriminator Loss: 1.0842... Generator Loss: 1.2125 Epoch 1/3... Discriminator Loss: 1.5017... Generator Loss: 1.6108 Epoch 1/3... Discriminator Loss: 1.3837... Generator Loss: 1.0999 Epoch 1/3... Discriminator Loss: 1.2163... Generator Loss: 0.9069
Epoch 1/3... Discriminator Loss: 1.3221... Generator Loss: 0.9221 Epoch 1/3... Discriminator Loss: 1.4342... Generator Loss: 1.1022 Epoch 1/3... Discriminator Loss: 1.5856... Generator Loss: 0.5897 Epoch 1/3... Discriminator Loss: 1.4770... Generator Loss: 0.6105 Epoch 1/3... Discriminator Loss: 1.5221... Generator Loss: 0.5760 Epoch 1/3... Discriminator Loss: 1.3557... Generator Loss: 0.7356 Epoch 1/3... Discriminator Loss: 1.3648... Generator Loss: 0.8210 Epoch 1/3... Discriminator Loss: 1.2522... Generator Loss: 0.9171 Epoch 1/3... Discriminator Loss: 1.2526... Generator Loss: 0.8441 Epoch 1/3... Discriminator Loss: 1.3756... Generator Loss: 1.0233 Epoch 1/3... Discriminator Loss: 1.3939... Generator Loss: 0.9968 Epoch 1/3... Discriminator Loss: 1.4352... Generator Loss: 0.5685 Epoch 1/3... Discriminator Loss: 1.4148... Generator Loss: 0.8142 Epoch 1/3... Discriminator Loss: 1.3421... Generator Loss: 0.7412 Epoch 1/3... Discriminator Loss: 1.3516... Generator Loss: 1.0129 Epoch 1/3... Discriminator Loss: 1.2855... Generator Loss: 0.7629 Epoch 1/3... Discriminator Loss: 1.4498... Generator Loss: 0.6590 Epoch 1/3... Discriminator Loss: 1.2493... Generator Loss: 1.0339 Epoch 1/3... Discriminator Loss: 1.3799... Generator Loss: 0.8189 Epoch 1/3... Discriminator Loss: 1.3674... Generator Loss: 0.6274
Epoch 1/3... Discriminator Loss: 1.3991... Generator Loss: 0.6765 Epoch 1/3... Discriminator Loss: 1.2828... Generator Loss: 0.7801 Epoch 1/3... Discriminator Loss: 1.3470... Generator Loss: 0.7214 Epoch 1/3... Discriminator Loss: 1.3541... Generator Loss: 0.7674 Epoch 1/3... Discriminator Loss: 1.2457... Generator Loss: 0.8534 Epoch 1/3... Discriminator Loss: 1.4048... Generator Loss: 0.7517 Epoch 1/3... Discriminator Loss: 1.2894... Generator Loss: 0.7389 Epoch 1/3... Discriminator Loss: 1.3642... Generator Loss: 0.6967 Epoch 1/3... Discriminator Loss: 1.3444... Generator Loss: 0.9521 Epoch 1/3... Discriminator Loss: 1.3199... Generator Loss: 1.0001 Epoch 1/3... Discriminator Loss: 1.3911... Generator Loss: 0.7341 Epoch 1/3... Discriminator Loss: 1.3649... Generator Loss: 0.6568 Epoch 1/3... Discriminator Loss: 1.3327... Generator Loss: 0.8253 Epoch 1/3... Discriminator Loss: 1.3335... Generator Loss: 0.7805 Epoch 1/3... Discriminator Loss: 1.2180... Generator Loss: 0.9954 Epoch 1/3... Discriminator Loss: 1.3825... Generator Loss: 0.8383 Epoch 1/3... Discriminator Loss: 1.3432... Generator Loss: 0.6755 Epoch 1/3... Discriminator Loss: 1.2837... Generator Loss: 0.8964 Epoch 1/3... Discriminator Loss: 1.2621... Generator Loss: 1.0894 Epoch 1/3... Discriminator Loss: 1.2883... Generator Loss: 0.9690
Epoch 1/3... Discriminator Loss: 1.2802... Generator Loss: 0.7778 Epoch 1/3... Discriminator Loss: 1.3586... Generator Loss: 0.7886 Epoch 1/3... Discriminator Loss: 1.2202... Generator Loss: 0.7653 Epoch 1/3... Discriminator Loss: 1.1832... Generator Loss: 0.9075 Epoch 1/3... Discriminator Loss: 1.2226... Generator Loss: 0.8506 Epoch 1/3... Discriminator Loss: 1.2669... Generator Loss: 0.9455 Epoch 1/3... Discriminator Loss: 1.2384... Generator Loss: 1.0066 Epoch 1/3... Discriminator Loss: 1.2742... Generator Loss: 0.7807 Epoch 1/3... Discriminator Loss: 1.2439... Generator Loss: 0.9864 Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.9361 Epoch 1/3... Discriminator Loss: 1.2198... Generator Loss: 0.8669 Epoch 1/3... Discriminator Loss: 1.2914... Generator Loss: 0.7406 Epoch 1/3... Discriminator Loss: 1.2565... Generator Loss: 0.9403 Epoch 1/3... Discriminator Loss: 1.2308... Generator Loss: 0.8802 Epoch 1/3... Discriminator Loss: 1.1822... Generator Loss: 0.9247 Epoch 1/3... Discriminator Loss: 1.1953... Generator Loss: 0.8113 Epoch 1/3... Discriminator Loss: 1.2065... Generator Loss: 0.9724 Epoch 1/3... Discriminator Loss: 1.1724... Generator Loss: 0.9989 Epoch 1/3... Discriminator Loss: 1.1676... Generator Loss: 1.0549 Epoch 1/3... Discriminator Loss: 1.2644... Generator Loss: 0.7621
Epoch 1/3... Discriminator Loss: 1.2704... Generator Loss: 0.8454 Epoch 1/3... Discriminator Loss: 1.1862... Generator Loss: 0.9737 Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 0.9377 Epoch 1/3... Discriminator Loss: 1.1496... Generator Loss: 1.0704 Epoch 1/3... Discriminator Loss: 1.2642... Generator Loss: 1.1472 Epoch 1/3... Discriminator Loss: 1.1790... Generator Loss: 0.8943 Epoch 1/3... Discriminator Loss: 1.2441... Generator Loss: 0.9227 Epoch 1/3... Discriminator Loss: 1.1837... Generator Loss: 0.9019 Epoch 1/3... Discriminator Loss: 1.1124... Generator Loss: 1.0181 Epoch 1/3... Discriminator Loss: 1.1796... Generator Loss: 1.1385 Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 1.0121 Epoch 1/3... Discriminator Loss: 1.1597... Generator Loss: 1.2439 Epoch 1/3... Discriminator Loss: 1.1815... Generator Loss: 1.0395 Epoch 1/3... Discriminator Loss: 1.2423... Generator Loss: 1.0711 Epoch 1/3... Discriminator Loss: 1.2568... Generator Loss: 0.8193 Epoch 1/3... Discriminator Loss: 1.1942... Generator Loss: 0.9573 Epoch 1/3... Discriminator Loss: 1.1760... Generator Loss: 0.8863 Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0335 Epoch 1/3... Discriminator Loss: 1.2177... Generator Loss: 0.9247 Epoch 1/3... Discriminator Loss: 1.1380... Generator Loss: 0.9031
Epoch 1/3... Discriminator Loss: 1.2888... Generator Loss: 0.8223 Epoch 1/3... Discriminator Loss: 1.2285... Generator Loss: 0.8973 Epoch 1/3... Discriminator Loss: 1.2082... Generator Loss: 1.0183 Epoch 1/3... Discriminator Loss: 1.1684... Generator Loss: 1.0480 Epoch 1/3... Discriminator Loss: 1.1943... Generator Loss: 1.0607 Epoch 1/3... Discriminator Loss: 1.2665... Generator Loss: 0.7175 Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 1.2632 Epoch 1/3... Discriminator Loss: 1.1618... Generator Loss: 1.2210 Epoch 1/3... Discriminator Loss: 1.1714... Generator Loss: 0.7840 Epoch 1/3... Discriminator Loss: 1.0893... Generator Loss: 1.0710 Epoch 1/3... Discriminator Loss: 1.2411... Generator Loss: 0.7691 Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.8297 Epoch 1/3... Discriminator Loss: 1.0703... Generator Loss: 1.0271 Epoch 1/3... Discriminator Loss: 1.1359... Generator Loss: 1.0561 Epoch 1/3... Discriminator Loss: 1.0986... Generator Loss: 0.9710 Epoch 1/3... Discriminator Loss: 1.1564... Generator Loss: 0.9606 Epoch 1/3... Discriminator Loss: 1.1720... Generator Loss: 1.2299 Epoch 1/3... Discriminator Loss: 1.1524... Generator Loss: 1.0919 Epoch 1/3... Discriminator Loss: 1.0923... Generator Loss: 0.9804 Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 0.8332
Epoch 1/3... Discriminator Loss: 1.1379... Generator Loss: 1.1651 Epoch 1/3... Discriminator Loss: 1.1446... Generator Loss: 1.0296 Epoch 1/3... Discriminator Loss: 1.0936... Generator Loss: 1.0654 Epoch 1/3... Discriminator Loss: 1.0932... Generator Loss: 1.0345 Epoch 1/3... Discriminator Loss: 1.1241... Generator Loss: 0.9524 Epoch 1/3... Discriminator Loss: 1.1833... Generator Loss: 0.9402 Epoch 1/3... Discriminator Loss: 1.2097... Generator Loss: 0.7752 Epoch 1/3... Discriminator Loss: 1.1157... Generator Loss: 0.8773 Epoch 1/3... Discriminator Loss: 1.1207... Generator Loss: 0.8131 Epoch 1/3... Discriminator Loss: 1.1101... Generator Loss: 0.9801 Epoch 1/3... Discriminator Loss: 1.1219... Generator Loss: 1.0599 Epoch 1/3... Discriminator Loss: 1.1626... Generator Loss: 0.9398 Epoch 1/3... Discriminator Loss: 1.1466... Generator Loss: 0.9743 Epoch 1/3... Discriminator Loss: 1.0873... Generator Loss: 1.0488 Epoch 1/3... Discriminator Loss: 1.1084... Generator Loss: 0.9987 Epoch 1/3... Discriminator Loss: 1.0832... Generator Loss: 1.2452 Epoch 1/3... Discriminator Loss: 1.2150... Generator Loss: 0.9172 Epoch 1/3... Discriminator Loss: 1.1563... Generator Loss: 1.0183 Epoch 1/3... Discriminator Loss: 1.1295... Generator Loss: 0.9767 Epoch 1/3... Discriminator Loss: 1.1890... Generator Loss: 1.1316
Epoch 1/3... Discriminator Loss: 1.1877... Generator Loss: 0.9734 Epoch 1/3... Discriminator Loss: 1.1643... Generator Loss: 0.8495 Epoch 1/3... Discriminator Loss: 1.1053... Generator Loss: 1.0885 Epoch 1/3... Discriminator Loss: 1.1777... Generator Loss: 0.7547 Epoch 1/3... Discriminator Loss: 1.1543... Generator Loss: 0.8011 Epoch 1/3... Discriminator Loss: 1.1937... Generator Loss: 1.0675 Epoch 1/3... Discriminator Loss: 1.2200... Generator Loss: 0.8180 Epoch 1/3... Discriminator Loss: 1.1860... Generator Loss: 1.0418 Epoch 1/3... Discriminator Loss: 1.1639... Generator Loss: 1.1522 Epoch 1/3... Discriminator Loss: 1.1656... Generator Loss: 0.9395 Epoch 1/3... Discriminator Loss: 1.1755... Generator Loss: 1.1045 Epoch 1/3... Discriminator Loss: 1.0976... Generator Loss: 1.0851 Epoch 1/3... Discriminator Loss: 1.1752... Generator Loss: 0.9984 Epoch 1/3... Discriminator Loss: 1.1130... Generator Loss: 0.9913 Epoch 1/3... Discriminator Loss: 1.1541... Generator Loss: 0.8342 Epoch 1/3... Discriminator Loss: 1.1044... Generator Loss: 0.9413 Epoch 1/3... Discriminator Loss: 1.0828... Generator Loss: 1.1198 Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0256 Epoch 1/3... Discriminator Loss: 1.1582... Generator Loss: 0.9397 Epoch 1/3... Discriminator Loss: 1.2709... Generator Loss: 0.7134
Epoch 1/3... Discriminator Loss: 1.1046... Generator Loss: 0.9978 Epoch 1/3... Discriminator Loss: 1.1003... Generator Loss: 1.1755 Epoch 1/3... Discriminator Loss: 1.3237... Generator Loss: 0.6796 Epoch 1/3... Discriminator Loss: 1.1230... Generator Loss: 1.0540 Epoch 1/3... Discriminator Loss: 1.1725... Generator Loss: 0.9492 Epoch 1/3... Discriminator Loss: 1.1507... Generator Loss: 1.0714 Epoch 1/3... Discriminator Loss: 1.1849... Generator Loss: 0.9876 Epoch 2/3... Discriminator Loss: 1.1433... Generator Loss: 0.8538 Epoch 2/3... Discriminator Loss: 1.2806... Generator Loss: 0.8714 Epoch 2/3... Discriminator Loss: 1.1948... Generator Loss: 0.9774 Epoch 2/3... Discriminator Loss: 1.2077... Generator Loss: 0.8392 Epoch 2/3... Discriminator Loss: 1.2475... Generator Loss: 1.0571 Epoch 2/3... Discriminator Loss: 1.2476... Generator Loss: 0.9308 Epoch 2/3... Discriminator Loss: 1.1719... Generator Loss: 0.8803 Epoch 2/3... Discriminator Loss: 1.2001... Generator Loss: 0.8998 Epoch 2/3... Discriminator Loss: 1.2071... Generator Loss: 1.0400 Epoch 2/3... Discriminator Loss: 1.2845... Generator Loss: 0.6687 Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 0.8020 Epoch 2/3... Discriminator Loss: 1.2493... Generator Loss: 1.1815 Epoch 2/3... Discriminator Loss: 1.1799... Generator Loss: 1.0429
Epoch 2/3... Discriminator Loss: 1.2188... Generator Loss: 1.0002 Epoch 2/3... Discriminator Loss: 1.1815... Generator Loss: 1.1070 Epoch 2/3... Discriminator Loss: 1.2241... Generator Loss: 1.1796 Epoch 2/3... Discriminator Loss: 1.1579... Generator Loss: 1.2061 Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 0.9168 Epoch 2/3... Discriminator Loss: 1.1368... Generator Loss: 1.0452 Epoch 2/3... Discriminator Loss: 1.2588... Generator Loss: 1.0708 Epoch 2/3... Discriminator Loss: 1.1549... Generator Loss: 1.1244 Epoch 2/3... Discriminator Loss: 1.1904... Generator Loss: 0.9776 Epoch 2/3... Discriminator Loss: 1.2105... Generator Loss: 0.9200 Epoch 2/3... Discriminator Loss: 1.2008... Generator Loss: 0.7950 Epoch 2/3... Discriminator Loss: 1.2343... Generator Loss: 1.1517 Epoch 2/3... Discriminator Loss: 1.1170... Generator Loss: 1.0392 Epoch 2/3... Discriminator Loss: 1.2469... Generator Loss: 0.8390 Epoch 2/3... Discriminator Loss: 1.3367... Generator Loss: 0.9577 Epoch 2/3... Discriminator Loss: 1.1272... Generator Loss: 1.1449 Epoch 2/3... Discriminator Loss: 1.2601... Generator Loss: 0.7677 Epoch 2/3... Discriminator Loss: 1.2327... Generator Loss: 0.7868 Epoch 2/3... Discriminator Loss: 1.2330... Generator Loss: 0.8995 Epoch 2/3... Discriminator Loss: 1.2679... Generator Loss: 1.0032
Epoch 2/3... Discriminator Loss: 1.2310... Generator Loss: 1.0042 Epoch 2/3... Discriminator Loss: 1.2735... Generator Loss: 0.9530 Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8981 Epoch 2/3... Discriminator Loss: 1.1829... Generator Loss: 0.9124 Epoch 2/3... Discriminator Loss: 1.2477... Generator Loss: 0.8741 Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8305 Epoch 2/3... Discriminator Loss: 1.2768... Generator Loss: 0.6751 Epoch 2/3... Discriminator Loss: 1.2512... Generator Loss: 0.7250 Epoch 2/3... Discriminator Loss: 1.2036... Generator Loss: 0.7533 Epoch 2/3... Discriminator Loss: 1.2537... Generator Loss: 1.0272 Epoch 2/3... Discriminator Loss: 1.2069... Generator Loss: 0.8876 Epoch 2/3... Discriminator Loss: 1.3035... Generator Loss: 0.7537 Epoch 2/3... Discriminator Loss: 1.1554... Generator Loss: 0.9248 Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.7248 Epoch 2/3... Discriminator Loss: 1.2285... Generator Loss: 0.8783 Epoch 2/3... Discriminator Loss: 1.2716... Generator Loss: 0.7379 Epoch 2/3... Discriminator Loss: 1.2665... Generator Loss: 1.0252 Epoch 2/3... Discriminator Loss: 1.2645... Generator Loss: 1.0439 Epoch 2/3... Discriminator Loss: 1.3115... Generator Loss: 0.8481 Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 1.0633
Epoch 2/3... Discriminator Loss: 1.2049... Generator Loss: 0.9506 Epoch 2/3... Discriminator Loss: 1.3710... Generator Loss: 0.7572 Epoch 2/3... Discriminator Loss: 1.1755... Generator Loss: 0.8182 Epoch 2/3... Discriminator Loss: 1.3338... Generator Loss: 0.7219 Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8552 Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9047 Epoch 2/3... Discriminator Loss: 1.2404... Generator Loss: 1.0559 Epoch 2/3... Discriminator Loss: 1.2460... Generator Loss: 0.7636 Epoch 2/3... Discriminator Loss: 1.2625... Generator Loss: 1.0034 Epoch 2/3... Discriminator Loss: 1.1810... Generator Loss: 0.8736 Epoch 2/3... Discriminator Loss: 1.2649... Generator Loss: 0.9293 Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.8981 Epoch 2/3... Discriminator Loss: 1.2226... Generator Loss: 0.9890 Epoch 2/3... Discriminator Loss: 1.2655... Generator Loss: 0.9801 Epoch 2/3... Discriminator Loss: 1.2978... Generator Loss: 0.8475 Epoch 2/3... Discriminator Loss: 1.2139... Generator Loss: 0.8273 Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.8564 Epoch 2/3... Discriminator Loss: 1.3100... Generator Loss: 0.7305 Epoch 2/3... Discriminator Loss: 1.2339... Generator Loss: 0.8653 Epoch 2/3... Discriminator Loss: 1.3107... Generator Loss: 0.6747
Epoch 2/3... Discriminator Loss: 1.2487... Generator Loss: 1.0213 Epoch 2/3... Discriminator Loss: 1.2210... Generator Loss: 1.1324 Epoch 2/3... Discriminator Loss: 1.2686... Generator Loss: 0.7668 Epoch 2/3... Discriminator Loss: 1.2148... Generator Loss: 0.8323 Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 1.0367 Epoch 2/3... Discriminator Loss: 1.1441... Generator Loss: 0.8462 Epoch 2/3... Discriminator Loss: 1.2295... Generator Loss: 0.7936 Epoch 2/3... Discriminator Loss: 1.2042... Generator Loss: 0.8665 Epoch 2/3... Discriminator Loss: 1.2926... Generator Loss: 0.9217 Epoch 2/3... Discriminator Loss: 1.2031... Generator Loss: 0.8184 Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9660 Epoch 2/3... Discriminator Loss: 1.2574... Generator Loss: 0.8633 Epoch 2/3... Discriminator Loss: 1.2347... Generator Loss: 0.8022 Epoch 2/3... Discriminator Loss: 1.2134... Generator Loss: 0.9214 Epoch 2/3... Discriminator Loss: 1.2483... Generator Loss: 0.9176 Epoch 2/3... Discriminator Loss: 1.2662... Generator Loss: 0.9976 Epoch 2/3... Discriminator Loss: 1.3515... Generator Loss: 1.2329 Epoch 2/3... Discriminator Loss: 1.2227... Generator Loss: 1.0106 Epoch 2/3... Discriminator Loss: 1.2478... Generator Loss: 0.8011 Epoch 2/3... Discriminator Loss: 1.2065... Generator Loss: 0.8723
Epoch 2/3... Discriminator Loss: 1.3200... Generator Loss: 0.7049 Epoch 2/3... Discriminator Loss: 1.3062... Generator Loss: 0.6615 Epoch 2/3... Discriminator Loss: 1.1684... Generator Loss: 0.9043 Epoch 2/3... Discriminator Loss: 1.3475... Generator Loss: 0.7418 Epoch 2/3... Discriminator Loss: 1.2934... Generator Loss: 0.8126 Epoch 2/3... Discriminator Loss: 1.2937... Generator Loss: 0.8537 Epoch 2/3... Discriminator Loss: 1.2879... Generator Loss: 0.8872 Epoch 2/3... Discriminator Loss: 1.2766... Generator Loss: 0.8923 Epoch 2/3... Discriminator Loss: 1.2338... Generator Loss: 0.8530 Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.9927 Epoch 2/3... Discriminator Loss: 1.1653... Generator Loss: 1.0515 Epoch 2/3... Discriminator Loss: 1.3518... Generator Loss: 0.9345 Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.9191 Epoch 2/3... Discriminator Loss: 1.2502... Generator Loss: 1.1185 Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.8480 Epoch 2/3... Discriminator Loss: 1.3180... Generator Loss: 0.7334 Epoch 2/3... Discriminator Loss: 1.1805... Generator Loss: 0.9664 Epoch 2/3... Discriminator Loss: 1.2429... Generator Loss: 0.9248 Epoch 2/3... Discriminator Loss: 1.2128... Generator Loss: 1.1815 Epoch 2/3... Discriminator Loss: 1.2002... Generator Loss: 0.8960
Epoch 2/3... Discriminator Loss: 1.2792... Generator Loss: 1.0028 Epoch 2/3... Discriminator Loss: 1.2163... Generator Loss: 0.9620 Epoch 2/3... Discriminator Loss: 1.2067... Generator Loss: 1.0259 Epoch 2/3... Discriminator Loss: 1.2773... Generator Loss: 0.8709 Epoch 2/3... Discriminator Loss: 1.2044... Generator Loss: 1.0064 Epoch 2/3... Discriminator Loss: 1.2658... Generator Loss: 0.9078 Epoch 2/3... Discriminator Loss: 1.2398... Generator Loss: 0.9149 Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.9474 Epoch 2/3... Discriminator Loss: 1.3095... Generator Loss: 0.7479 Epoch 2/3... Discriminator Loss: 1.2703... Generator Loss: 0.8522 Epoch 2/3... Discriminator Loss: 1.2007... Generator Loss: 0.8734 Epoch 2/3... Discriminator Loss: 1.3235... Generator Loss: 0.7890 Epoch 2/3... Discriminator Loss: 1.1609... Generator Loss: 1.0063 Epoch 2/3... Discriminator Loss: 1.2990... Generator Loss: 0.8074 Epoch 2/3... Discriminator Loss: 1.2677... Generator Loss: 0.9102 Epoch 2/3... Discriminator Loss: 1.2236... Generator Loss: 1.0200 Epoch 2/3... Discriminator Loss: 1.2856... Generator Loss: 0.7692 Epoch 2/3... Discriminator Loss: 1.3009... Generator Loss: 0.8883 Epoch 2/3... Discriminator Loss: 1.2195... Generator Loss: 0.8278 Epoch 2/3... Discriminator Loss: 1.2749... Generator Loss: 0.8486
Epoch 2/3... Discriminator Loss: 1.2520... Generator Loss: 0.8128 Epoch 2/3... Discriminator Loss: 1.2580... Generator Loss: 0.8278 Epoch 2/3... Discriminator Loss: 1.3257... Generator Loss: 0.6917 Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8619 Epoch 2/3... Discriminator Loss: 1.3357... Generator Loss: 0.8998 Epoch 2/3... Discriminator Loss: 1.2382... Generator Loss: 0.9872 Epoch 2/3... Discriminator Loss: 1.3227... Generator Loss: 0.7006 Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.7639 Epoch 2/3... Discriminator Loss: 1.1748... Generator Loss: 1.0001 Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 1.0010 Epoch 2/3... Discriminator Loss: 1.2571... Generator Loss: 0.8032 Epoch 2/3... Discriminator Loss: 1.3271... Generator Loss: 0.8535 Epoch 2/3... Discriminator Loss: 1.3282... Generator Loss: 0.8423 Epoch 2/3... Discriminator Loss: 1.2592... Generator Loss: 0.8898 Epoch 2/3... Discriminator Loss: 1.3465... Generator Loss: 0.7740 Epoch 2/3... Discriminator Loss: 1.2949... Generator Loss: 0.8259 Epoch 2/3... Discriminator Loss: 1.2629... Generator Loss: 1.0515 Epoch 2/3... Discriminator Loss: 1.2179... Generator Loss: 0.9194 Epoch 2/3... Discriminator Loss: 1.3173... Generator Loss: 0.7385 Epoch 2/3... Discriminator Loss: 1.2540... Generator Loss: 0.7842
Epoch 2/3... Discriminator Loss: 1.1779... Generator Loss: 1.0465 Epoch 2/3... Discriminator Loss: 1.2585... Generator Loss: 0.8882 Epoch 2/3... Discriminator Loss: 1.2415... Generator Loss: 1.0192 Epoch 2/3... Discriminator Loss: 1.2933... Generator Loss: 0.8559 Epoch 2/3... Discriminator Loss: 1.2048... Generator Loss: 0.8679 Epoch 2/3... Discriminator Loss: 1.3268... Generator Loss: 0.9951 Epoch 2/3... Discriminator Loss: 1.1774... Generator Loss: 0.9475 Epoch 2/3... Discriminator Loss: 1.2300... Generator Loss: 0.8048 Epoch 2/3... Discriminator Loss: 1.2950... Generator Loss: 0.8013 Epoch 2/3... Discriminator Loss: 1.2803... Generator Loss: 0.9546 Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.8159 Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8002 Epoch 2/3... Discriminator Loss: 1.3182... Generator Loss: 0.7213 Epoch 2/3... Discriminator Loss: 1.2056... Generator Loss: 0.9956 Epoch 2/3... Discriminator Loss: 1.3047... Generator Loss: 0.7731 Epoch 2/3... Discriminator Loss: 1.2385... Generator Loss: 0.7339 Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 0.9397 Epoch 2/3... Discriminator Loss: 1.2219... Generator Loss: 0.9561 Epoch 2/3... Discriminator Loss: 1.2616... Generator Loss: 0.9694 Epoch 2/3... Discriminator Loss: 1.3256... Generator Loss: 0.9557
Epoch 2/3... Discriminator Loss: 1.1991... Generator Loss: 1.0943 Epoch 2/3... Discriminator Loss: 1.1683... Generator Loss: 0.9044 Epoch 2/3... Discriminator Loss: 1.2054... Generator Loss: 1.0466 Epoch 2/3... Discriminator Loss: 1.3443... Generator Loss: 0.8303 Epoch 2/3... Discriminator Loss: 1.2541... Generator Loss: 1.0756 Epoch 2/3... Discriminator Loss: 1.2525... Generator Loss: 0.9253 Epoch 2/3... Discriminator Loss: 1.2778... Generator Loss: 0.7713 Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8221 Epoch 2/3... Discriminator Loss: 1.3104... Generator Loss: 0.7342 Epoch 2/3... Discriminator Loss: 1.3202... Generator Loss: 0.8853 Epoch 2/3... Discriminator Loss: 1.2451... Generator Loss: 0.8729 Epoch 2/3... Discriminator Loss: 1.2746... Generator Loss: 0.9721 Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.7354 Epoch 2/3... Discriminator Loss: 1.3137... Generator Loss: 0.7306 Epoch 3/3... Discriminator Loss: 1.2068... Generator Loss: 0.8893 Epoch 3/3... Discriminator Loss: 1.2974... Generator Loss: 0.8749 Epoch 3/3... Discriminator Loss: 1.2769... Generator Loss: 0.9261 Epoch 3/3... Discriminator Loss: 1.2256... Generator Loss: 1.0550 Epoch 3/3... Discriminator Loss: 1.2316... Generator Loss: 1.0843 Epoch 3/3... Discriminator Loss: 1.3046... Generator Loss: 0.9467
Epoch 3/3... Discriminator Loss: 1.2198... Generator Loss: 0.8875 Epoch 3/3... Discriminator Loss: 1.2494... Generator Loss: 0.8539 Epoch 3/3... Discriminator Loss: 1.2761... Generator Loss: 0.8769 Epoch 3/3... Discriminator Loss: 1.2395... Generator Loss: 0.8824 Epoch 3/3... Discriminator Loss: 1.2512... Generator Loss: 0.9453 Epoch 3/3... Discriminator Loss: 1.2113... Generator Loss: 1.0930 Epoch 3/3... Discriminator Loss: 1.1914... Generator Loss: 1.0191 Epoch 3/3... Discriminator Loss: 1.2861... Generator Loss: 0.8589 Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.8256 Epoch 3/3... Discriminator Loss: 1.2050... Generator Loss: 0.9259 Epoch 3/3... Discriminator Loss: 1.3141... Generator Loss: 0.8291 Epoch 3/3... Discriminator Loss: 1.3449... Generator Loss: 0.7780 Epoch 3/3... Discriminator Loss: 1.2876... Generator Loss: 0.9510 Epoch 3/3... Discriminator Loss: 1.1724... Generator Loss: 1.0374 Epoch 3/3... Discriminator Loss: 1.2598... Generator Loss: 0.8574 Epoch 3/3... Discriminator Loss: 1.3113... Generator Loss: 0.7513 Epoch 3/3... Discriminator Loss: 1.2309... Generator Loss: 0.8744 Epoch 3/3... Discriminator Loss: 1.2870... Generator Loss: 0.8307 Epoch 3/3... Discriminator Loss: 1.2375... Generator Loss: 0.8729 Epoch 3/3... Discriminator Loss: 1.1983... Generator Loss: 0.8583
Epoch 3/3... Discriminator Loss: 1.2575... Generator Loss: 0.7879 Epoch 3/3... Discriminator Loss: 1.3025... Generator Loss: 0.7193 Epoch 3/3... Discriminator Loss: 1.2399... Generator Loss: 0.8538 Epoch 3/3... Discriminator Loss: 1.2491... Generator Loss: 0.9712 Epoch 3/3... Discriminator Loss: 1.3793... Generator Loss: 0.5967 Epoch 3/3... Discriminator Loss: 1.2971... Generator Loss: 0.7743 Epoch 3/3... Discriminator Loss: 1.2524... Generator Loss: 0.8310 Epoch 3/3... Discriminator Loss: 1.3217... Generator Loss: 0.7517 Epoch 3/3... Discriminator Loss: 1.2563... Generator Loss: 0.9727 Epoch 3/3... Discriminator Loss: 1.2610... Generator Loss: 1.0401 Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.8129 Epoch 3/3... Discriminator Loss: 1.1703... Generator Loss: 0.9191 Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.7469 Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8451 Epoch 3/3... Discriminator Loss: 1.2350... Generator Loss: 0.9310 Epoch 3/3... Discriminator Loss: 1.2677... Generator Loss: 0.8284 Epoch 3/3... Discriminator Loss: 1.3133... Generator Loss: 0.7372 Epoch 3/3... Discriminator Loss: 1.2501... Generator Loss: 0.8621 Epoch 3/3... Discriminator Loss: 1.3161... Generator Loss: 1.0535 Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9041
Epoch 3/3... Discriminator Loss: 1.3300... Generator Loss: 0.7973 Epoch 3/3... Discriminator Loss: 1.2979... Generator Loss: 0.8424 Epoch 3/3... Discriminator Loss: 1.2566... Generator Loss: 0.7130 Epoch 3/3... Discriminator Loss: 1.2957... Generator Loss: 0.7998 Epoch 3/3... Discriminator Loss: 1.2955... Generator Loss: 0.8259 Epoch 3/3... Discriminator Loss: 1.3281... Generator Loss: 0.7517 Epoch 3/3... Discriminator Loss: 1.2644... Generator Loss: 0.8198 Epoch 3/3... Discriminator Loss: 1.2058... Generator Loss: 1.0466 Epoch 3/3... Discriminator Loss: 1.2201... Generator Loss: 0.9088 Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.8535 Epoch 3/3... Discriminator Loss: 1.2683... Generator Loss: 0.9729 Epoch 3/3... Discriminator Loss: 1.2612... Generator Loss: 0.8741 Epoch 3/3... Discriminator Loss: 1.2224... Generator Loss: 0.7996 Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.7825 Epoch 3/3... Discriminator Loss: 1.3108... Generator Loss: 0.8258 Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.7980 Epoch 3/3... Discriminator Loss: 1.3258... Generator Loss: 0.8921 Epoch 3/3... Discriminator Loss: 1.1836... Generator Loss: 0.9478 Epoch 3/3... Discriminator Loss: 1.2214... Generator Loss: 0.8734 Epoch 3/3... Discriminator Loss: 1.2098... Generator Loss: 0.8944
Epoch 3/3... Discriminator Loss: 1.2786... Generator Loss: 0.8437 Epoch 3/3... Discriminator Loss: 1.2253... Generator Loss: 0.8763 Epoch 3/3... Discriminator Loss: 1.2847... Generator Loss: 0.9502 Epoch 3/3... Discriminator Loss: 1.2736... Generator Loss: 1.1106 Epoch 3/3... Discriminator Loss: 1.2380... Generator Loss: 0.8393 Epoch 3/3... Discriminator Loss: 1.3260... Generator Loss: 0.9009 Epoch 3/3... Discriminator Loss: 1.3353... Generator Loss: 0.8878 Epoch 3/3... Discriminator Loss: 1.1962... Generator Loss: 0.8133 Epoch 3/3... Discriminator Loss: 1.2517... Generator Loss: 0.9754 Epoch 3/3... Discriminator Loss: 1.2873... Generator Loss: 0.8001 Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8133 Epoch 3/3... Discriminator Loss: 1.3002... Generator Loss: 0.9048 Epoch 3/3... Discriminator Loss: 1.3016... Generator Loss: 0.7418 Epoch 3/3... Discriminator Loss: 1.1996... Generator Loss: 0.9520 Epoch 3/3... Discriminator Loss: 1.2629... Generator Loss: 0.9265 Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9132 Epoch 3/3... Discriminator Loss: 1.2564... Generator Loss: 0.9988 Epoch 3/3... Discriminator Loss: 1.2592... Generator Loss: 0.7880 Epoch 3/3... Discriminator Loss: 1.2101... Generator Loss: 0.9240 Epoch 3/3... Discriminator Loss: 1.2834... Generator Loss: 0.8397
Epoch 3/3... Discriminator Loss: 1.3443... Generator Loss: 0.8265 Epoch 3/3... Discriminator Loss: 1.1931... Generator Loss: 1.1792 Epoch 3/3... Discriminator Loss: 1.2660... Generator Loss: 0.9226 Epoch 3/3... Discriminator Loss: 1.3392... Generator Loss: 0.7134 Epoch 3/3... Discriminator Loss: 1.2555... Generator Loss: 0.8355 Epoch 3/3... Discriminator Loss: 1.1927... Generator Loss: 0.9679 Epoch 3/3... Discriminator Loss: 1.2662... Generator Loss: 0.7880 Epoch 3/3... Discriminator Loss: 1.2680... Generator Loss: 0.8952 Epoch 3/3... Discriminator Loss: 1.3044... Generator Loss: 0.9335 Epoch 3/3... Discriminator Loss: 1.3239... Generator Loss: 0.9147 Epoch 3/3... Discriminator Loss: 1.2972... Generator Loss: 0.7749 Epoch 3/3... Discriminator Loss: 1.2221... Generator Loss: 0.8733 Epoch 3/3... Discriminator Loss: 1.2008... Generator Loss: 1.0265 Epoch 3/3... Discriminator Loss: 1.3339... Generator Loss: 0.9317 Epoch 3/3... Discriminator Loss: 1.2097... Generator Loss: 0.9047 Epoch 3/3... Discriminator Loss: 1.2277... Generator Loss: 1.0307 Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.9497 Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.8581 Epoch 3/3... Discriminator Loss: 1.2890... Generator Loss: 0.8731 Epoch 3/3... Discriminator Loss: 1.2723... Generator Loss: 1.0328
Epoch 3/3... Discriminator Loss: 1.2753... Generator Loss: 0.9736 Epoch 3/3... Discriminator Loss: 1.2497... Generator Loss: 0.9943 Epoch 3/3... Discriminator Loss: 1.2065... Generator Loss: 0.9196 Epoch 3/3... Discriminator Loss: 1.2754... Generator Loss: 0.7678 Epoch 3/3... Discriminator Loss: 1.3152... Generator Loss: 0.7845 Epoch 3/3... Discriminator Loss: 1.2804... Generator Loss: 0.9415 Epoch 3/3... Discriminator Loss: 1.2628... Generator Loss: 0.9900 Epoch 3/3... Discriminator Loss: 1.3090... Generator Loss: 0.9136 Epoch 3/3... Discriminator Loss: 1.2961... Generator Loss: 0.7761 Epoch 3/3... Discriminator Loss: 1.3110... Generator Loss: 0.8716 Epoch 3/3... Discriminator Loss: 1.2473... Generator Loss: 0.9973 Epoch 3/3... Discriminator Loss: 1.2579... Generator Loss: 0.8409 Epoch 3/3... Discriminator Loss: 1.3047... Generator Loss: 0.9256 Epoch 3/3... Discriminator Loss: 1.2869... Generator Loss: 0.9164 Epoch 3/3... Discriminator Loss: 1.2742... Generator Loss: 0.8760 Epoch 3/3... Discriminator Loss: 1.2616... Generator Loss: 1.0528 Epoch 3/3... Discriminator Loss: 1.2952... Generator Loss: 0.8715 Epoch 3/3... Discriminator Loss: 1.1943... Generator Loss: 0.8084 Epoch 3/3... Discriminator Loss: 1.3227... Generator Loss: 0.8153 Epoch 3/3... Discriminator Loss: 1.2709... Generator Loss: 0.9596
Epoch 3/3... Discriminator Loss: 1.2572... Generator Loss: 0.8070 Epoch 3/3... Discriminator Loss: 1.2790... Generator Loss: 0.9260 Epoch 3/3... Discriminator Loss: 1.2918... Generator Loss: 0.8628 Epoch 3/3... Discriminator Loss: 1.2413... Generator Loss: 0.8104 Epoch 3/3... Discriminator Loss: 1.3421... Generator Loss: 1.0929 Epoch 3/3... Discriminator Loss: 1.3092... Generator Loss: 0.8029 Epoch 3/3... Discriminator Loss: 1.3543... Generator Loss: 0.8395 Epoch 3/3... Discriminator Loss: 1.3532... Generator Loss: 0.7979 Epoch 3/3... Discriminator Loss: 1.2648... Generator Loss: 0.8250 Epoch 3/3... Discriminator Loss: 1.2493... Generator Loss: 0.8725 Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.8066 Epoch 3/3... Discriminator Loss: 1.2638... Generator Loss: 0.7744 Epoch 3/3... Discriminator Loss: 1.3561... Generator Loss: 0.6789 Epoch 3/3... Discriminator Loss: 1.1857... Generator Loss: 0.9691 Epoch 3/3... Discriminator Loss: 1.3254... Generator Loss: 0.8210 Epoch 3/3... Discriminator Loss: 1.2639... Generator Loss: 0.8842 Epoch 3/3... Discriminator Loss: 1.2480... Generator Loss: 1.0374 Epoch 3/3... Discriminator Loss: 1.3719... Generator Loss: 0.8021 Epoch 3/3... Discriminator Loss: 1.2912... Generator Loss: 0.8206 Epoch 3/3... Discriminator Loss: 1.2877... Generator Loss: 0.7702
Epoch 3/3... Discriminator Loss: 1.2684... Generator Loss: 0.9471 Epoch 3/3... Discriminator Loss: 1.2073... Generator Loss: 0.9213 Epoch 3/3... Discriminator Loss: 1.2550... Generator Loss: 0.8380 Epoch 3/3... Discriminator Loss: 1.2932... Generator Loss: 0.7732 Epoch 3/3... Discriminator Loss: 1.1705... Generator Loss: 0.9685 Epoch 3/3... Discriminator Loss: 1.2248... Generator Loss: 0.9207 Epoch 3/3... Discriminator Loss: 1.3385... Generator Loss: 0.8323 Epoch 3/3... Discriminator Loss: 1.2749... Generator Loss: 0.8143 Epoch 3/3... Discriminator Loss: 1.2486... Generator Loss: 0.8610 Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.7400 Epoch 3/3... Discriminator Loss: 1.3307... Generator Loss: 1.1392 Epoch 3/3... Discriminator Loss: 1.3268... Generator Loss: 0.8348 Epoch 3/3... Discriminator Loss: 1.2874... Generator Loss: 0.8786 Epoch 3/3... Discriminator Loss: 1.3341... Generator Loss: 0.8067 Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.9638 Epoch 3/3... Discriminator Loss: 1.2440... Generator Loss: 0.8726 Epoch 3/3... Discriminator Loss: 1.2092... Generator Loss: 0.8944 Epoch 3/3... Discriminator Loss: 1.3755... Generator Loss: 0.7872 Epoch 3/3... Discriminator Loss: 1.3251... Generator Loss: 0.7160 Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.9089
Epoch 3/3... Discriminator Loss: 1.2614... Generator Loss: 0.8771 Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.9192 Epoch 3/3... Discriminator Loss: 1.3429... Generator Loss: 0.9129 Epoch 3/3... Discriminator Loss: 1.2434... Generator Loss: 0.8912 Epoch 3/3... Discriminator Loss: 1.2450... Generator Loss: 0.9984 Epoch 3/3... Discriminator Loss: 1.2936... Generator Loss: 0.9297 Epoch 3/3... Discriminator Loss: 1.2745... Generator Loss: 0.8711 Epoch 3/3... Discriminator Loss: 1.2651... Generator Loss: 0.8864 Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.8577 Epoch 3/3... Discriminator Loss: 1.2846... Generator Loss: 0.8031 Epoch 3/3... Discriminator Loss: 1.3321... Generator Loss: 0.8636 Epoch 3/3... Discriminator Loss: 1.2923... Generator Loss: 0.7928 Epoch 3/3... Discriminator Loss: 1.2767... Generator Loss: 0.8724 Epoch 3/3... Discriminator Loss: 1.2724... Generator Loss: 0.9925 Epoch 3/3... Discriminator Loss: 1.3222... Generator Loss: 0.9694 Epoch 3/3... Discriminator Loss: 1.2889... Generator Loss: 0.8175 Epoch 3/3... Discriminator Loss: 1.2743... Generator Loss: 0.9242 Epoch 3/3... Discriminator Loss: 1.2469... Generator Loss: 0.8394 Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8311 Epoch 3/3... Discriminator Loss: 1.3805... Generator Loss: 0.8947
Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8229 Epoch 3/3... Discriminator Loss: 1.3048... Generator Loss: 0.8887
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.2
alpha = 0.08
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 8
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Shape: (202599, 28, 28, 3)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 3), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/8... Discriminator Loss: 5.6727... Generator Loss: 0.0065
Epoch 1/8... Discriminator Loss: 4.1182... Generator Loss: 0.0299
Epoch 1/8... Discriminator Loss: 2.5774... Generator Loss: 0.1505
Epoch 1/8... Discriminator Loss: 2.3401... Generator Loss: 0.2038
Epoch 1/8... Discriminator Loss: 1.5940... Generator Loss: 0.4234
Epoch 1/8... Discriminator Loss: 1.5297... Generator Loss: 0.4345
Epoch 1/8... Discriminator Loss: 1.5945... Generator Loss: 0.3976
Epoch 1/8... Discriminator Loss: 1.3815... Generator Loss: 0.5211
Epoch 1/8... Discriminator Loss: 1.3213... Generator Loss: 0.5749
Epoch 1/8... Discriminator Loss: 1.1766... Generator Loss: 0.6460
Epoch 1/8... Discriminator Loss: 1.2861... Generator Loss: 0.6062
Epoch 1/8... Discriminator Loss: 2.1495... Generator Loss: 1.1784
Epoch 1/8... Discriminator Loss: 3.0137... Generator Loss: 0.0888
Epoch 1/8... Discriminator Loss: 1.4661... Generator Loss: 1.7004
Epoch 1/8... Discriminator Loss: 1.8774... Generator Loss: 0.2899
Epoch 1/8... Discriminator Loss: 1.2280... Generator Loss: 2.0175
Epoch 1/8... Discriminator Loss: 2.0816... Generator Loss: 0.2378
Epoch 1/8... Discriminator Loss: 1.5085... Generator Loss: 1.6587
Epoch 1/8... Discriminator Loss: 1.9167... Generator Loss: 0.2614
Epoch 1/8... Discriminator Loss: 1.2576... Generator Loss: 1.1974
Epoch 1/8... Discriminator Loss: 1.1661... Generator Loss: 0.8298 Epoch 1/8... Discriminator Loss: 1.0354... Generator Loss: 1.7466 Epoch 1/8... Discriminator Loss: 2.2245... Generator Loss: 0.1942 Epoch 1/8... Discriminator Loss: 1.0814... Generator Loss: 2.7923 Epoch 1/8... Discriminator Loss: 1.0281... Generator Loss: 0.7781 Epoch 1/8... Discriminator Loss: 0.8625... Generator Loss: 3.1057 Epoch 1/8... Discriminator Loss: 0.5339... Generator Loss: 2.0791 Epoch 1/8... Discriminator Loss: 1.2531... Generator Loss: 0.6126 Epoch 1/8... Discriminator Loss: 1.3126... Generator Loss: 1.5296 Epoch 1/8... Discriminator Loss: 0.6194... Generator Loss: 2.0009 Epoch 1/8... Discriminator Loss: 1.4340... Generator Loss: 1.7247 Epoch 1/8... Discriminator Loss: 1.3164... Generator Loss: 2.8738 Epoch 1/8... Discriminator Loss: 1.4607... Generator Loss: 0.4612 Epoch 1/8... Discriminator Loss: 0.8769... Generator Loss: 1.5079 Epoch 1/8... Discriminator Loss: 0.4512... Generator Loss: 2.9293 Epoch 1/8... Discriminator Loss: 0.9224... Generator Loss: 1.0139 Epoch 1/8... Discriminator Loss: 0.5870... Generator Loss: 3.3862 Epoch 1/8... Discriminator Loss: 1.2427... Generator Loss: 0.5753 Epoch 1/8... Discriminator Loss: 1.8456... Generator Loss: 3.0951 Epoch 1/8... Discriminator Loss: 1.3278... Generator Loss: 1.2247
Epoch 1/8... Discriminator Loss: 0.4911... Generator Loss: 2.3220 Epoch 1/8... Discriminator Loss: 1.3337... Generator Loss: 1.2073 Epoch 1/8... Discriminator Loss: 0.7198... Generator Loss: 3.4023 Epoch 1/8... Discriminator Loss: 0.8451... Generator Loss: 1.2377 Epoch 1/8... Discriminator Loss: 1.5412... Generator Loss: 0.4220 Epoch 1/8... Discriminator Loss: 1.2246... Generator Loss: 1.6140 Epoch 1/8... Discriminator Loss: 1.3403... Generator Loss: 2.0902 Epoch 1/8... Discriminator Loss: 1.2527... Generator Loss: 0.6166 Epoch 1/8... Discriminator Loss: 1.1556... Generator Loss: 1.2764 Epoch 1/8... Discriminator Loss: 1.2526... Generator Loss: 0.6056 Epoch 1/8... Discriminator Loss: 1.4750... Generator Loss: 1.6417 Epoch 1/8... Discriminator Loss: 0.7334... Generator Loss: 3.4474 Epoch 1/8... Discriminator Loss: 1.0186... Generator Loss: 0.7949 Epoch 1/8... Discriminator Loss: 0.9953... Generator Loss: 1.8594 Epoch 1/8... Discriminator Loss: 0.9677... Generator Loss: 0.9971 Epoch 1/8... Discriminator Loss: 1.1006... Generator Loss: 2.4648 Epoch 1/8... Discriminator Loss: 1.1256... Generator Loss: 0.7969 Epoch 1/8... Discriminator Loss: 0.6985... Generator Loss: 1.5804 Epoch 1/8... Discriminator Loss: 1.0083... Generator Loss: 4.3264 Epoch 1/8... Discriminator Loss: 1.1165... Generator Loss: 0.7618
Epoch 1/8... Discriminator Loss: 1.2568... Generator Loss: 0.6262 Epoch 1/8... Discriminator Loss: 1.1556... Generator Loss: 1.4945 Epoch 1/8... Discriminator Loss: 0.6829... Generator Loss: 1.5493 Epoch 1/8... Discriminator Loss: 0.5906... Generator Loss: 1.7843 Epoch 1/8... Discriminator Loss: 0.9788... Generator Loss: 2.3199 Epoch 1/8... Discriminator Loss: 0.7598... Generator Loss: 1.5957 Epoch 1/8... Discriminator Loss: 1.3319... Generator Loss: 1.7826 Epoch 1/8... Discriminator Loss: 0.5251... Generator Loss: 2.3887 Epoch 1/8... Discriminator Loss: 0.5863... Generator Loss: 1.9961 Epoch 1/8... Discriminator Loss: 0.5599... Generator Loss: 3.0342 Epoch 1/8... Discriminator Loss: 1.9781... Generator Loss: 0.2774 Epoch 1/8... Discriminator Loss: 0.9028... Generator Loss: 2.0608 Epoch 1/8... Discriminator Loss: 1.2299... Generator Loss: 0.6565 Epoch 1/8... Discriminator Loss: 1.0832... Generator Loss: 2.6990 Epoch 1/8... Discriminator Loss: 1.0533... Generator Loss: 0.7789 Epoch 1/8... Discriminator Loss: 0.7947... Generator Loss: 1.6063 Epoch 1/8... Discriminator Loss: 0.9107... Generator Loss: 2.9760 Epoch 1/8... Discriminator Loss: 1.7977... Generator Loss: 0.3156 Epoch 1/8... Discriminator Loss: 0.6962... Generator Loss: 2.3173 Epoch 1/8... Discriminator Loss: 0.6688... Generator Loss: 1.9855
Epoch 1/8... Discriminator Loss: 0.4794... Generator Loss: 2.9214 Epoch 1/8... Discriminator Loss: 0.6250... Generator Loss: 1.5553 Epoch 1/8... Discriminator Loss: 2.5997... Generator Loss: 2.9369 Epoch 1/8... Discriminator Loss: 1.1664... Generator Loss: 0.6906 Epoch 1/8... Discriminator Loss: 0.7835... Generator Loss: 2.1411 Epoch 1/8... Discriminator Loss: 0.7151... Generator Loss: 1.4421 Epoch 1/8... Discriminator Loss: 1.0026... Generator Loss: 2.2843 Epoch 1/8... Discriminator Loss: 1.2264... Generator Loss: 0.6250 Epoch 1/8... Discriminator Loss: 1.0757... Generator Loss: 2.4015 Epoch 1/8... Discriminator Loss: 0.6969... Generator Loss: 1.5958 Epoch 1/8... Discriminator Loss: 1.1190... Generator Loss: 2.9780 Epoch 1/8... Discriminator Loss: 0.6833... Generator Loss: 1.9684 Epoch 1/8... Discriminator Loss: 1.5510... Generator Loss: 0.4331 Epoch 1/8... Discriminator Loss: 1.5656... Generator Loss: 1.9957 Epoch 1/8... Discriminator Loss: 1.0942... Generator Loss: 0.7259 Epoch 1/8... Discriminator Loss: 0.7264... Generator Loss: 1.9270 Epoch 1/8... Discriminator Loss: 0.7262... Generator Loss: 1.3473 Epoch 1/8... Discriminator Loss: 1.2534... Generator Loss: 2.7415 Epoch 1/8... Discriminator Loss: 0.9464... Generator Loss: 0.8793 Epoch 1/8... Discriminator Loss: 0.6528... Generator Loss: 2.6166
Epoch 1/8... Discriminator Loss: 0.5966... Generator Loss: 1.9455 Epoch 1/8... Discriminator Loss: 0.5905... Generator Loss: 3.0889 Epoch 1/8... Discriminator Loss: 0.5567... Generator Loss: 2.1303 Epoch 1/8... Discriminator Loss: 1.1687... Generator Loss: 0.6468 Epoch 1/8... Discriminator Loss: 1.1464... Generator Loss: 1.7568 Epoch 1/8... Discriminator Loss: 0.8681... Generator Loss: 0.9904 Epoch 1/8... Discriminator Loss: 1.1403... Generator Loss: 1.4602 Epoch 1/8... Discriminator Loss: 0.6063... Generator Loss: 2.0064 Epoch 1/8... Discriminator Loss: 1.9318... Generator Loss: 1.6062 Epoch 1/8... Discriminator Loss: 0.6924... Generator Loss: 1.4108 Epoch 1/8... Discriminator Loss: 1.2360... Generator Loss: 0.9846 Epoch 1/8... Discriminator Loss: 0.8951... Generator Loss: 1.5761 Epoch 1/8... Discriminator Loss: 0.7132... Generator Loss: 2.4828 Epoch 1/8... Discriminator Loss: 0.9420... Generator Loss: 0.9216 Epoch 1/8... Discriminator Loss: 2.1777... Generator Loss: 2.3418 Epoch 1/8... Discriminator Loss: 0.9058... Generator Loss: 1.1620 Epoch 1/8... Discriminator Loss: 0.6583... Generator Loss: 2.5891 Epoch 1/8... Discriminator Loss: 0.7641... Generator Loss: 2.2100 Epoch 1/8... Discriminator Loss: 0.6605... Generator Loss: 1.6790 Epoch 1/8... Discriminator Loss: 0.9149... Generator Loss: 0.9990
Epoch 1/8... Discriminator Loss: 1.0115... Generator Loss: 2.1581 Epoch 1/8... Discriminator Loss: 1.6437... Generator Loss: 0.3509 Epoch 1/8... Discriminator Loss: 1.0376... Generator Loss: 1.9982 Epoch 1/8... Discriminator Loss: 0.8628... Generator Loss: 1.0489 Epoch 1/8... Discriminator Loss: 0.8484... Generator Loss: 1.1877 Epoch 1/8... Discriminator Loss: 0.7671... Generator Loss: 1.5075 Epoch 1/8... Discriminator Loss: 0.7847... Generator Loss: 2.8331 Epoch 1/8... Discriminator Loss: 1.5270... Generator Loss: 0.4317 Epoch 1/8... Discriminator Loss: 0.8185... Generator Loss: 1.2240 Epoch 1/8... Discriminator Loss: 1.4149... Generator Loss: 3.0444 Epoch 1/8... Discriminator Loss: 0.9323... Generator Loss: 0.9838 Epoch 1/8... Discriminator Loss: 0.8240... Generator Loss: 2.2202 Epoch 1/8... Discriminator Loss: 1.1953... Generator Loss: 1.0348 Epoch 1/8... Discriminator Loss: 0.9052... Generator Loss: 1.0855 Epoch 1/8... Discriminator Loss: 0.7393... Generator Loss: 1.7660 Epoch 1/8... Discriminator Loss: 0.7309... Generator Loss: 1.4291 Epoch 1/8... Discriminator Loss: 0.7397... Generator Loss: 2.0790 Epoch 1/8... Discriminator Loss: 0.8048... Generator Loss: 1.6339 Epoch 1/8... Discriminator Loss: 1.3604... Generator Loss: 1.1828 Epoch 1/8... Discriminator Loss: 1.7295... Generator Loss: 1.1278
Epoch 1/8... Discriminator Loss: 1.4279... Generator Loss: 0.5970 Epoch 1/8... Discriminator Loss: 1.2579... Generator Loss: 0.8032 Epoch 1/8... Discriminator Loss: 1.2198... Generator Loss: 0.8243 Epoch 1/8... Discriminator Loss: 1.6073... Generator Loss: 1.7341 Epoch 1/8... Discriminator Loss: 0.9276... Generator Loss: 0.9707 Epoch 1/8... Discriminator Loss: 0.9437... Generator Loss: 1.0012 Epoch 1/8... Discriminator Loss: 1.2508... Generator Loss: 1.3284 Epoch 1/8... Discriminator Loss: 0.9407... Generator Loss: 1.2997 Epoch 1/8... Discriminator Loss: 1.1652... Generator Loss: 1.7627 Epoch 1/8... Discriminator Loss: 0.8192... Generator Loss: 1.7260 Epoch 1/8... Discriminator Loss: 1.0716... Generator Loss: 1.1093 Epoch 1/8... Discriminator Loss: 1.2932... Generator Loss: 1.1239 Epoch 1/8... Discriminator Loss: 1.0822... Generator Loss: 1.3444 Epoch 1/8... Discriminator Loss: 1.0730... Generator Loss: 0.8879 Epoch 1/8... Discriminator Loss: 1.2227... Generator Loss: 1.4385 Epoch 1/8... Discriminator Loss: 1.3753... Generator Loss: 1.1359 Epoch 1/8... Discriminator Loss: 1.2571... Generator Loss: 0.5978 Epoch 1/8... Discriminator Loss: 1.4921... Generator Loss: 0.7788 Epoch 1/8... Discriminator Loss: 1.4970... Generator Loss: 0.5240 Epoch 1/8... Discriminator Loss: 1.2849... Generator Loss: 0.8867
Epoch 1/8... Discriminator Loss: 1.2236... Generator Loss: 0.8361 Epoch 1/8... Discriminator Loss: 0.8831... Generator Loss: 1.2824 Epoch 1/8... Discriminator Loss: 1.2061... Generator Loss: 2.1518 Epoch 1/8... Discriminator Loss: 1.3973... Generator Loss: 0.5630 Epoch 1/8... Discriminator Loss: 0.7144... Generator Loss: 1.4393 Epoch 1/8... Discriminator Loss: 1.0949... Generator Loss: 0.8966 Epoch 1/8... Discriminator Loss: 1.2569... Generator Loss: 1.1647 Epoch 1/8... Discriminator Loss: 1.3596... Generator Loss: 0.9614 Epoch 1/8... Discriminator Loss: 0.9775... Generator Loss: 0.9268 Epoch 1/8... Discriminator Loss: 1.2961... Generator Loss: 1.3658 Epoch 1/8... Discriminator Loss: 1.7288... Generator Loss: 0.3402 Epoch 1/8... Discriminator Loss: 1.2638... Generator Loss: 0.9741 Epoch 1/8... Discriminator Loss: 0.9777... Generator Loss: 0.9684 Epoch 1/8... Discriminator Loss: 0.7135... Generator Loss: 1.9811 Epoch 1/8... Discriminator Loss: 0.9051... Generator Loss: 1.2165 Epoch 1/8... Discriminator Loss: 1.1385... Generator Loss: 2.4094 Epoch 1/8... Discriminator Loss: 1.6399... Generator Loss: 1.3423 Epoch 1/8... Discriminator Loss: 1.3762... Generator Loss: 0.7323 Epoch 1/8... Discriminator Loss: 1.3136... Generator Loss: 0.8045 Epoch 1/8... Discriminator Loss: 1.3663... Generator Loss: 0.9201
Epoch 1/8... Discriminator Loss: 1.1132... Generator Loss: 0.9495 Epoch 1/8... Discriminator Loss: 1.1313... Generator Loss: 0.7230 Epoch 1/8... Discriminator Loss: 1.8582... Generator Loss: 1.4099 Epoch 1/8... Discriminator Loss: 1.3396... Generator Loss: 0.7109 Epoch 1/8... Discriminator Loss: 1.3901... Generator Loss: 0.5475 Epoch 1/8... Discriminator Loss: 0.9449... Generator Loss: 1.1848 Epoch 1/8... Discriminator Loss: 1.0169... Generator Loss: 1.0954 Epoch 1/8... Discriminator Loss: 0.9924... Generator Loss: 1.1260 Epoch 1/8... Discriminator Loss: 1.2174... Generator Loss: 0.7655 Epoch 1/8... Discriminator Loss: 0.8488... Generator Loss: 1.4941 Epoch 1/8... Discriminator Loss: 2.2667... Generator Loss: 2.0787 Epoch 1/8... Discriminator Loss: 1.6280... Generator Loss: 0.3903 Epoch 1/8... Discriminator Loss: 1.3828... Generator Loss: 0.6707 Epoch 1/8... Discriminator Loss: 1.3072... Generator Loss: 0.8429 Epoch 1/8... Discriminator Loss: 1.1514... Generator Loss: 0.8151 Epoch 1/8... Discriminator Loss: 1.3640... Generator Loss: 1.5808 Epoch 1/8... Discriminator Loss: 1.2782... Generator Loss: 0.7383 Epoch 1/8... Discriminator Loss: 0.8414... Generator Loss: 1.2713 Epoch 1/8... Discriminator Loss: 1.2705... Generator Loss: 0.9677 Epoch 1/8... Discriminator Loss: 2.2907... Generator Loss: 1.7077
Epoch 1/8... Discriminator Loss: 1.4803... Generator Loss: 0.6104 Epoch 1/8... Discriminator Loss: 1.3929... Generator Loss: 0.6803 Epoch 1/8... Discriminator Loss: 1.3390... Generator Loss: 0.8431 Epoch 1/8... Discriminator Loss: 1.4309... Generator Loss: 0.6876 Epoch 1/8... Discriminator Loss: 1.3406... Generator Loss: 0.8894 Epoch 1/8... Discriminator Loss: 1.2216... Generator Loss: 0.9477 Epoch 1/8... Discriminator Loss: 0.9852... Generator Loss: 0.8632 Epoch 1/8... Discriminator Loss: 1.2926... Generator Loss: 0.7899 Epoch 1/8... Discriminator Loss: 1.3409... Generator Loss: 0.6758 Epoch 1/8... Discriminator Loss: 1.4261... Generator Loss: 0.7391 Epoch 1/8... Discriminator Loss: 1.3760... Generator Loss: 0.7809 Epoch 1/8... Discriminator Loss: 1.0171... Generator Loss: 1.1288 Epoch 1/8... Discriminator Loss: 1.3444... Generator Loss: 0.6678 Epoch 1/8... Discriminator Loss: 1.4640... Generator Loss: 0.9129 Epoch 1/8... Discriminator Loss: 1.2659... Generator Loss: 0.8765 Epoch 1/8... Discriminator Loss: 1.3464... Generator Loss: 0.7529 Epoch 1/8... Discriminator Loss: 0.7605... Generator Loss: 2.1138 Epoch 1/8... Discriminator Loss: 1.0552... Generator Loss: 1.3050 Epoch 1/8... Discriminator Loss: 1.6981... Generator Loss: 0.8261 Epoch 1/8... Discriminator Loss: 1.3453... Generator Loss: 0.6991
Epoch 1/8... Discriminator Loss: 1.1971... Generator Loss: 0.8365 Epoch 1/8... Discriminator Loss: 1.3138... Generator Loss: 0.7495 Epoch 1/8... Discriminator Loss: 1.2348... Generator Loss: 0.6567 Epoch 1/8... Discriminator Loss: 1.2145... Generator Loss: 0.9110 Epoch 1/8... Discriminator Loss: 1.3088... Generator Loss: 1.0145 Epoch 1/8... Discriminator Loss: 1.2822... Generator Loss: 0.5618 Epoch 1/8... Discriminator Loss: 1.7315... Generator Loss: 1.6750 Epoch 1/8... Discriminator Loss: 1.2744... Generator Loss: 0.8207 Epoch 1/8... Discriminator Loss: 0.7747... Generator Loss: 1.6725 Epoch 1/8... Discriminator Loss: 0.9569... Generator Loss: 1.2931 Epoch 1/8... Discriminator Loss: 1.2220... Generator Loss: 0.7531 Epoch 1/8... Discriminator Loss: 1.4412... Generator Loss: 0.5568 Epoch 1/8... Discriminator Loss: 1.3320... Generator Loss: 0.8227 Epoch 1/8... Discriminator Loss: 1.2881... Generator Loss: 0.9814 Epoch 1/8... Discriminator Loss: 0.8899... Generator Loss: 1.3799 Epoch 1/8... Discriminator Loss: 1.5194... Generator Loss: 1.4141 Epoch 1/8... Discriminator Loss: 0.9583... Generator Loss: 1.2328 Epoch 1/8... Discriminator Loss: 1.3195... Generator Loss: 0.8461 Epoch 1/8... Discriminator Loss: 0.7450... Generator Loss: 1.8077 Epoch 1/8... Discriminator Loss: 1.3762... Generator Loss: 1.2186
Epoch 1/8... Discriminator Loss: 1.2771... Generator Loss: 0.7496 Epoch 1/8... Discriminator Loss: 1.1823... Generator Loss: 0.8719 Epoch 1/8... Discriminator Loss: 1.1624... Generator Loss: 0.8846 Epoch 1/8... Discriminator Loss: 1.2747... Generator Loss: 1.0543 Epoch 1/8... Discriminator Loss: 1.1011... Generator Loss: 1.0712 Epoch 1/8... Discriminator Loss: 0.9767... Generator Loss: 0.9789 Epoch 1/8... Discriminator Loss: 1.5282... Generator Loss: 0.3898 Epoch 1/8... Discriminator Loss: 1.3088... Generator Loss: 0.7692 Epoch 1/8... Discriminator Loss: 1.3767... Generator Loss: 0.7478 Epoch 1/8... Discriminator Loss: 1.3928... Generator Loss: 0.7494 Epoch 1/8... Discriminator Loss: 1.3357... Generator Loss: 0.7505 Epoch 1/8... Discriminator Loss: 1.2331... Generator Loss: 0.7119 Epoch 1/8... Discriminator Loss: 1.2417... Generator Loss: 1.7105 Epoch 1/8... Discriminator Loss: 1.3333... Generator Loss: 1.0547 Epoch 1/8... Discriminator Loss: 1.2275... Generator Loss: 0.9468 Epoch 1/8... Discriminator Loss: 1.2805... Generator Loss: 0.8779 Epoch 1/8... Discriminator Loss: 1.4065... Generator Loss: 0.4980 Epoch 1/8... Discriminator Loss: 0.9419... Generator Loss: 1.4341 Epoch 1/8... Discriminator Loss: 1.3468... Generator Loss: 1.0147 Epoch 1/8... Discriminator Loss: 1.3826... Generator Loss: 0.5991
Epoch 1/8... Discriminator Loss: 1.3556... Generator Loss: 0.7598 Epoch 1/8... Discriminator Loss: 1.4524... Generator Loss: 1.0806 Epoch 1/8... Discriminator Loss: 1.0026... Generator Loss: 1.3847 Epoch 1/8... Discriminator Loss: 1.2688... Generator Loss: 0.8528 Epoch 1/8... Discriminator Loss: 1.3344... Generator Loss: 0.6542 Epoch 1/8... Discriminator Loss: 1.1573... Generator Loss: 0.9002 Epoch 1/8... Discriminator Loss: 1.4632... Generator Loss: 1.1696 Epoch 1/8... Discriminator Loss: 1.3890... Generator Loss: 0.5907 Epoch 1/8... Discriminator Loss: 0.9276... Generator Loss: 1.2424 Epoch 1/8... Discriminator Loss: 1.4913... Generator Loss: 1.2177 Epoch 1/8... Discriminator Loss: 1.3123... Generator Loss: 0.7270 Epoch 1/8... Discriminator Loss: 1.1070... Generator Loss: 1.1589 Epoch 1/8... Discriminator Loss: 1.1845... Generator Loss: 1.1767 Epoch 1/8... Discriminator Loss: 1.3947... Generator Loss: 0.5690 Epoch 1/8... Discriminator Loss: 1.5032... Generator Loss: 0.4606 Epoch 1/8... Discriminator Loss: 0.9711... Generator Loss: 2.2571 Epoch 1/8... Discriminator Loss: 1.3839... Generator Loss: 0.5424 Epoch 1/8... Discriminator Loss: 1.3549... Generator Loss: 0.7594 Epoch 1/8... Discriminator Loss: 1.4247... Generator Loss: 0.5781 Epoch 1/8... Discriminator Loss: 1.3463... Generator Loss: 0.6393
Epoch 1/8... Discriminator Loss: 1.3328... Generator Loss: 0.7818 Epoch 1/8... Discriminator Loss: 1.3006... Generator Loss: 0.7837 Epoch 1/8... Discriminator Loss: 1.3399... Generator Loss: 0.7020 Epoch 1/8... Discriminator Loss: 1.1816... Generator Loss: 0.7347 Epoch 1/8... Discriminator Loss: 1.7906... Generator Loss: 0.3240 Epoch 1/8... Discriminator Loss: 1.3820... Generator Loss: 0.9087 Epoch 1/8... Discriminator Loss: 1.4066... Generator Loss: 0.7101 Epoch 1/8... Discriminator Loss: 1.3600... Generator Loss: 0.7465 Epoch 1/8... Discriminator Loss: 1.3771... Generator Loss: 0.7259 Epoch 1/8... Discriminator Loss: 1.3885... Generator Loss: 0.7471 Epoch 1/8... Discriminator Loss: 0.8995... Generator Loss: 1.3928 Epoch 1/8... Discriminator Loss: 1.2558... Generator Loss: 0.7715 Epoch 1/8... Discriminator Loss: 1.2457... Generator Loss: 0.8632 Epoch 1/8... Discriminator Loss: 1.2191... Generator Loss: 1.0502 Epoch 1/8... Discriminator Loss: 1.2006... Generator Loss: 1.0049 Epoch 1/8... Discriminator Loss: 0.8922... Generator Loss: 1.8268 Epoch 1/8... Discriminator Loss: 2.0965... Generator Loss: 1.8643 Epoch 1/8... Discriminator Loss: 1.3885... Generator Loss: 0.5588 Epoch 1/8... Discriminator Loss: 1.4124... Generator Loss: 0.6295 Epoch 1/8... Discriminator Loss: 1.1632... Generator Loss: 0.9315
Epoch 1/8... Discriminator Loss: 1.2714... Generator Loss: 0.8477 Epoch 1/8... Discriminator Loss: 1.1413... Generator Loss: 0.9742 Epoch 1/8... Discriminator Loss: 0.8759... Generator Loss: 1.4696 Epoch 1/8... Discriminator Loss: 0.9409... Generator Loss: 1.4897 Epoch 1/8... Discriminator Loss: 1.3671... Generator Loss: 0.6166 Epoch 1/8... Discriminator Loss: 1.3410... Generator Loss: 0.8127 Epoch 1/8... Discriminator Loss: 1.3403... Generator Loss: 0.8055 Epoch 1/8... Discriminator Loss: 1.3004... Generator Loss: 0.9583 Epoch 1/8... Discriminator Loss: 1.2976... Generator Loss: 0.9156 Epoch 1/8... Discriminator Loss: 1.1745... Generator Loss: 0.8299 Epoch 1/8... Discriminator Loss: 1.1927... Generator Loss: 0.8817 Epoch 1/8... Discriminator Loss: 1.2690... Generator Loss: 1.3693 Epoch 1/8... Discriminator Loss: 1.3362... Generator Loss: 0.8098 Epoch 1/8... Discriminator Loss: 1.0482... Generator Loss: 1.0497 Epoch 1/8... Discriminator Loss: 1.2525... Generator Loss: 1.0717 Epoch 1/8... Discriminator Loss: 1.2682... Generator Loss: 0.6102 Epoch 1/8... Discriminator Loss: 1.3438... Generator Loss: 0.6364 Epoch 1/8... Discriminator Loss: 1.5341... Generator Loss: 1.2425 Epoch 1/8... Discriminator Loss: 1.4305... Generator Loss: 0.7417 Epoch 1/8... Discriminator Loss: 1.4002... Generator Loss: 0.7234
Epoch 1/8... Discriminator Loss: 1.3613... Generator Loss: 0.7465 Epoch 1/8... Discriminator Loss: 1.3534... Generator Loss: 0.8094 Epoch 1/8... Discriminator Loss: 1.4064... Generator Loss: 0.6819 Epoch 1/8... Discriminator Loss: 1.4567... Generator Loss: 0.6696 Epoch 1/8... Discriminator Loss: 1.3126... Generator Loss: 0.7869 Epoch 1/8... Discriminator Loss: 1.3455... Generator Loss: 0.7916 Epoch 1/8... Discriminator Loss: 1.6234... Generator Loss: 1.3007 Epoch 1/8... Discriminator Loss: 1.3093... Generator Loss: 0.8123 Epoch 1/8... Discriminator Loss: 1.3673... Generator Loss: 0.7188 Epoch 1/8... Discriminator Loss: 1.4390... Generator Loss: 0.6180 Epoch 1/8... Discriminator Loss: 1.0312... Generator Loss: 1.1259 Epoch 1/8... Discriminator Loss: 1.2829... Generator Loss: 0.8050 Epoch 1/8... Discriminator Loss: 1.0941... Generator Loss: 1.0462 Epoch 1/8... Discriminator Loss: 1.3982... Generator Loss: 0.7886 Epoch 1/8... Discriminator Loss: 1.3952... Generator Loss: 0.5239 Epoch 1/8... Discriminator Loss: 1.3676... Generator Loss: 0.9635 Epoch 1/8... Discriminator Loss: 1.3001... Generator Loss: 0.7962 Epoch 1/8... Discriminator Loss: 1.3125... Generator Loss: 0.8572 Epoch 1/8... Discriminator Loss: 1.2545... Generator Loss: 0.7891 Epoch 1/8... Discriminator Loss: 1.2516... Generator Loss: 1.2862
Epoch 1/8... Discriminator Loss: 1.3487... Generator Loss: 0.6670 Epoch 1/8... Discriminator Loss: 1.3373... Generator Loss: 0.7725 Epoch 1/8... Discriminator Loss: 1.3487... Generator Loss: 0.7426 Epoch 1/8... Discriminator Loss: 1.4510... Generator Loss: 0.8637 Epoch 1/8... Discriminator Loss: 1.4089... Generator Loss: 0.5601 Epoch 1/8... Discriminator Loss: 1.3208... Generator Loss: 0.7679 Epoch 1/8... Discriminator Loss: 1.2408... Generator Loss: 0.7992 Epoch 1/8... Discriminator Loss: 1.3301... Generator Loss: 0.7958 Epoch 1/8... Discriminator Loss: 1.2390... Generator Loss: 0.9267 Epoch 1/8... Discriminator Loss: 1.7589... Generator Loss: 0.2998 Epoch 1/8... Discriminator Loss: 1.3582... Generator Loss: 0.6404 Epoch 1/8... Discriminator Loss: 1.3044... Generator Loss: 0.8226 Epoch 1/8... Discriminator Loss: 1.3563... Generator Loss: 0.6547 Epoch 1/8... Discriminator Loss: 1.3299... Generator Loss: 0.7752 Epoch 1/8... Discriminator Loss: 1.2492... Generator Loss: 0.7596 Epoch 1/8... Discriminator Loss: 1.4034... Generator Loss: 0.6105 Epoch 1/8... Discriminator Loss: 1.4443... Generator Loss: 1.1389 Epoch 1/8... Discriminator Loss: 1.1917... Generator Loss: 0.9083 Epoch 1/8... Discriminator Loss: 1.3603... Generator Loss: 0.6813 Epoch 1/8... Discriminator Loss: 1.3371... Generator Loss: 0.6737
Epoch 1/8... Discriminator Loss: 1.1249... Generator Loss: 1.0457 Epoch 1/8... Discriminator Loss: 1.2468... Generator Loss: 0.8180 Epoch 1/8... Discriminator Loss: 1.4240... Generator Loss: 0.9304 Epoch 1/8... Discriminator Loss: 1.1361... Generator Loss: 0.8290 Epoch 1/8... Discriminator Loss: 1.1260... Generator Loss: 0.9582 Epoch 1/8... Discriminator Loss: 1.2640... Generator Loss: 0.7532 Epoch 1/8... Discriminator Loss: 1.2122... Generator Loss: 1.0376 Epoch 1/8... Discriminator Loss: 1.3263... Generator Loss: 0.7363 Epoch 1/8... Discriminator Loss: 1.4228... Generator Loss: 0.6404 Epoch 1/8... Discriminator Loss: 1.3672... Generator Loss: 0.6941 Epoch 1/8... Discriminator Loss: 1.2172... Generator Loss: 0.8793 Epoch 1/8... Discriminator Loss: 1.0691... Generator Loss: 1.1588 Epoch 1/8... Discriminator Loss: 1.2140... Generator Loss: 0.7271 Epoch 1/8... Discriminator Loss: 1.3455... Generator Loss: 1.3000 Epoch 1/8... Discriminator Loss: 1.3655... Generator Loss: 0.5416 Epoch 1/8... Discriminator Loss: 0.9937... Generator Loss: 1.6485 Epoch 1/8... Discriminator Loss: 1.4286... Generator Loss: 0.5178 Epoch 1/8... Discriminator Loss: 1.3192... Generator Loss: 0.9297 Epoch 1/8... Discriminator Loss: 1.2945... Generator Loss: 0.7630 Epoch 1/8... Discriminator Loss: 1.3531... Generator Loss: 0.6551
Epoch 1/8... Discriminator Loss: 1.2441... Generator Loss: 0.6954 Epoch 1/8... Discriminator Loss: 1.3326... Generator Loss: 1.2168 Epoch 1/8... Discriminator Loss: 1.4093... Generator Loss: 0.5388 Epoch 1/8... Discriminator Loss: 1.3183... Generator Loss: 0.8568 Epoch 1/8... Discriminator Loss: 1.1696... Generator Loss: 0.9611 Epoch 1/8... Discriminator Loss: 1.2748... Generator Loss: 0.8772 Epoch 1/8... Discriminator Loss: 1.3295... Generator Loss: 0.7377 Epoch 1/8... Discriminator Loss: 1.1152... Generator Loss: 0.9179 Epoch 1/8... Discriminator Loss: 1.3601... Generator Loss: 1.1245 Epoch 1/8... Discriminator Loss: 1.3586... Generator Loss: 0.5904 Epoch 1/8... Discriminator Loss: 1.3685... Generator Loss: 0.7732 Epoch 1/8... Discriminator Loss: 1.3404... Generator Loss: 0.8899 Epoch 1/8... Discriminator Loss: 1.3224... Generator Loss: 0.8399 Epoch 1/8... Discriminator Loss: 1.4586... Generator Loss: 0.5393 Epoch 1/8... Discriminator Loss: 1.2524... Generator Loss: 0.9985 Epoch 1/8... Discriminator Loss: 1.2927... Generator Loss: 0.8331 Epoch 1/8... Discriminator Loss: 1.3029... Generator Loss: 0.8056 Epoch 1/8... Discriminator Loss: 1.2398... Generator Loss: 0.8706 Epoch 1/8... Discriminator Loss: 1.4268... Generator Loss: 0.5275 Epoch 1/8... Discriminator Loss: 1.3108... Generator Loss: 0.9230
Epoch 1/8... Discriminator Loss: 1.2476... Generator Loss: 0.7397 Epoch 1/8... Discriminator Loss: 1.2740... Generator Loss: 1.1859 Epoch 1/8... Discriminator Loss: 1.3858... Generator Loss: 0.7369 Epoch 1/8... Discriminator Loss: 1.3871... Generator Loss: 0.5639 Epoch 1/8... Discriminator Loss: 1.3553... Generator Loss: 0.8043 Epoch 1/8... Discriminator Loss: 1.3430... Generator Loss: 0.6868 Epoch 1/8... Discriminator Loss: 1.0799... Generator Loss: 1.1664 Epoch 1/8... Discriminator Loss: 1.3429... Generator Loss: 0.7854 Epoch 1/8... Discriminator Loss: 1.4330... Generator Loss: 0.6272 Epoch 1/8... Discriminator Loss: 1.3566... Generator Loss: 0.7672 Epoch 1/8... Discriminator Loss: 1.1836... Generator Loss: 0.9940 Epoch 1/8... Discriminator Loss: 1.2296... Generator Loss: 0.8678 Epoch 1/8... Discriminator Loss: 0.9008... Generator Loss: 1.3777 Epoch 1/8... Discriminator Loss: 1.3823... Generator Loss: 0.5907 Epoch 1/8... Discriminator Loss: 1.2984... Generator Loss: 0.9880 Epoch 1/8... Discriminator Loss: 1.3178... Generator Loss: 0.7630 Epoch 1/8... Discriminator Loss: 1.3855... Generator Loss: 0.6815 Epoch 1/8... Discriminator Loss: 0.9784... Generator Loss: 1.1385 Epoch 1/8... Discriminator Loss: 1.7119... Generator Loss: 0.7029 Epoch 1/8... Discriminator Loss: 1.4171... Generator Loss: 0.6605
Epoch 1/8... Discriminator Loss: 1.3408... Generator Loss: 0.7058 Epoch 1/8... Discriminator Loss: 1.3273... Generator Loss: 0.7510 Epoch 1/8... Discriminator Loss: 1.3210... Generator Loss: 0.7871 Epoch 1/8... Discriminator Loss: 1.3000... Generator Loss: 0.7974 Epoch 1/8... Discriminator Loss: 1.5856... Generator Loss: 0.4899 Epoch 1/8... Discriminator Loss: 1.4053... Generator Loss: 0.7313 Epoch 1/8... Discriminator Loss: 1.4210... Generator Loss: 0.7063 Epoch 1/8... Discriminator Loss: 1.4071... Generator Loss: 0.6929 Epoch 1/8... Discriminator Loss: 1.3794... Generator Loss: 0.7995 Epoch 1/8... Discriminator Loss: 1.1474... Generator Loss: 0.9707 Epoch 1/8... Discriminator Loss: 1.1924... Generator Loss: 0.6979 Epoch 1/8... Discriminator Loss: 1.3438... Generator Loss: 0.8081 Epoch 1/8... Discriminator Loss: 1.3362... Generator Loss: 0.7804 Epoch 1/8... Discriminator Loss: 1.3938... Generator Loss: 0.7204 Epoch 1/8... Discriminator Loss: 1.4024... Generator Loss: 0.7034 Epoch 1/8... Discriminator Loss: 1.1486... Generator Loss: 0.9985 Epoch 1/8... Discriminator Loss: 1.3642... Generator Loss: 0.7935 Epoch 1/8... Discriminator Loss: 1.2108... Generator Loss: 0.9470 Epoch 1/8... Discriminator Loss: 1.2367... Generator Loss: 0.7994 Epoch 1/8... Discriminator Loss: 1.2291... Generator Loss: 0.8842
Epoch 1/8... Discriminator Loss: 1.2922... Generator Loss: 0.7390 Epoch 1/8... Discriminator Loss: 1.3218... Generator Loss: 0.8030 Epoch 1/8... Discriminator Loss: 1.2479... Generator Loss: 0.9160 Epoch 1/8... Discriminator Loss: 1.8104... Generator Loss: 1.6274 Epoch 1/8... Discriminator Loss: 1.5153... Generator Loss: 0.4242 Epoch 1/8... Discriminator Loss: 1.4216... Generator Loss: 0.7548 Epoch 1/8... Discriminator Loss: 1.3982... Generator Loss: 0.6802 Epoch 1/8... Discriminator Loss: 1.3246... Generator Loss: 0.7349 Epoch 1/8... Discriminator Loss: 1.3722... Generator Loss: 0.7506 Epoch 1/8... Discriminator Loss: 2.3329... Generator Loss: 1.9846 Epoch 1/8... Discriminator Loss: 1.4011... Generator Loss: 0.7175 Epoch 1/8... Discriminator Loss: 1.3514... Generator Loss: 0.7923 Epoch 1/8... Discriminator Loss: 1.3725... Generator Loss: 0.7341 Epoch 1/8... Discriminator Loss: 1.3587... Generator Loss: 0.7914 Epoch 1/8... Discriminator Loss: 1.2253... Generator Loss: 0.9502 Epoch 1/8... Discriminator Loss: 1.4001... Generator Loss: 0.7466 Epoch 1/8... Discriminator Loss: 1.3441... Generator Loss: 0.6639 Epoch 1/8... Discriminator Loss: 1.3471... Generator Loss: 0.7850 Epoch 1/8... Discriminator Loss: 1.3208... Generator Loss: 0.7783 Epoch 1/8... Discriminator Loss: 1.2545... Generator Loss: 0.8087
Epoch 1/8... Discriminator Loss: 1.1965... Generator Loss: 0.7422 Epoch 1/8... Discriminator Loss: 1.3363... Generator Loss: 0.7095 Epoch 1/8... Discriminator Loss: 1.3008... Generator Loss: 0.8527 Epoch 1/8... Discriminator Loss: 1.2622... Generator Loss: 0.9601 Epoch 1/8... Discriminator Loss: 1.2064... Generator Loss: 0.8850 Epoch 1/8... Discriminator Loss: 1.2836... Generator Loss: 0.7822 Epoch 1/8... Discriminator Loss: 1.3315... Generator Loss: 0.7187 Epoch 1/8... Discriminator Loss: 1.3195... Generator Loss: 0.8772 Epoch 1/8... Discriminator Loss: 1.3541... Generator Loss: 0.6530 Epoch 1/8... Discriminator Loss: 1.2397... Generator Loss: 0.8330 Epoch 1/8... Discriminator Loss: 1.4379... Generator Loss: 0.8574 Epoch 1/8... Discriminator Loss: 1.3115... Generator Loss: 0.6593 Epoch 1/8... Discriminator Loss: 1.2912... Generator Loss: 0.8919 Epoch 1/8... Discriminator Loss: 1.3580... Generator Loss: 0.7371 Epoch 1/8... Discriminator Loss: 1.3216... Generator Loss: 0.8046 Epoch 1/8... Discriminator Loss: 1.2880... Generator Loss: 0.6535 Epoch 1/8... Discriminator Loss: 1.3780... Generator Loss: 0.7392 Epoch 1/8... Discriminator Loss: 1.2967... Generator Loss: 0.7895 Epoch 1/8... Discriminator Loss: 1.2666... Generator Loss: 0.8579 Epoch 1/8... Discriminator Loss: 1.3089... Generator Loss: 0.8116
Epoch 1/8... Discriminator Loss: 1.4178... Generator Loss: 0.7037 Epoch 1/8... Discriminator Loss: 1.2038... Generator Loss: 0.9627 Epoch 1/8... Discriminator Loss: 1.2072... Generator Loss: 0.9365 Epoch 1/8... Discriminator Loss: 1.1950... Generator Loss: 1.0898 Epoch 1/8... Discriminator Loss: 1.5520... Generator Loss: 0.4151 Epoch 1/8... Discriminator Loss: 1.3443... Generator Loss: 1.0519 Epoch 1/8... Discriminator Loss: 1.3397... Generator Loss: 0.7292 Epoch 1/8... Discriminator Loss: 1.4050... Generator Loss: 0.6486 Epoch 1/8... Discriminator Loss: 1.4284... Generator Loss: 0.6221 Epoch 1/8... Discriminator Loss: 1.3439... Generator Loss: 0.7408 Epoch 1/8... Discriminator Loss: 1.3872... Generator Loss: 0.6356 Epoch 1/8... Discriminator Loss: 1.1880... Generator Loss: 0.8547 Epoch 1/8... Discriminator Loss: 1.4872... Generator Loss: 1.2698 Epoch 1/8... Discriminator Loss: 1.3603... Generator Loss: 0.8139 Epoch 1/8... Discriminator Loss: 1.3179... Generator Loss: 0.8221 Epoch 1/8... Discriminator Loss: 1.3896... Generator Loss: 0.7224 Epoch 1/8... Discriminator Loss: 1.3950... Generator Loss: 0.7123 Epoch 1/8... Discriminator Loss: 1.3418... Generator Loss: 0.7926 Epoch 1/8... Discriminator Loss: 1.3258... Generator Loss: 0.7898 Epoch 1/8... Discriminator Loss: 1.2162... Generator Loss: 1.1760
Epoch 1/8... Discriminator Loss: 1.3942... Generator Loss: 0.6177 Epoch 1/8... Discriminator Loss: 1.3749... Generator Loss: 0.7287 Epoch 1/8... Discriminator Loss: 1.3187... Generator Loss: 0.7803 Epoch 1/8... Discriminator Loss: 1.2595... Generator Loss: 0.6955 Epoch 1/8... Discriminator Loss: 1.3449... Generator Loss: 0.7717 Epoch 1/8... Discriminator Loss: 1.2893... Generator Loss: 0.8407 Epoch 1/8... Discriminator Loss: 1.3112... Generator Loss: 0.7022 Epoch 1/8... Discriminator Loss: 1.3088... Generator Loss: 0.7233 Epoch 1/8... Discriminator Loss: 1.3592... Generator Loss: 0.8376 Epoch 1/8... Discriminator Loss: 1.3360... Generator Loss: 0.7417 Epoch 1/8... Discriminator Loss: 1.3285... Generator Loss: 0.7294 Epoch 1/8... Discriminator Loss: 1.4725... Generator Loss: 1.0052 Epoch 1/8... Discriminator Loss: 1.3975... Generator Loss: 0.6782 Epoch 1/8... Discriminator Loss: 1.3112... Generator Loss: 0.7944 Epoch 1/8... Discriminator Loss: 1.1443... Generator Loss: 1.0874 Epoch 1/8... Discriminator Loss: 1.3903... Generator Loss: 0.7424 Epoch 1/8... Discriminator Loss: 1.2887... Generator Loss: 0.8997 Epoch 1/8... Discriminator Loss: 1.3738... Generator Loss: 0.7378 Epoch 1/8... Discriminator Loss: 1.3867... Generator Loss: 0.6738 Epoch 1/8... Discriminator Loss: 1.1655... Generator Loss: 1.0048
Epoch 1/8... Discriminator Loss: 1.3921... Generator Loss: 1.0519 Epoch 1/8... Discriminator Loss: 1.4009... Generator Loss: 0.5983 Epoch 1/8... Discriminator Loss: 1.3357... Generator Loss: 0.8724 Epoch 1/8... Discriminator Loss: 1.1562... Generator Loss: 0.8882 Epoch 1/8... Discriminator Loss: 1.4496... Generator Loss: 0.5113 Epoch 1/8... Discriminator Loss: 1.4248... Generator Loss: 0.5843 Epoch 1/8... Discriminator Loss: 1.3393... Generator Loss: 0.7801 Epoch 1/8... Discriminator Loss: 1.3153... Generator Loss: 0.9302 Epoch 1/8... Discriminator Loss: 1.0357... Generator Loss: 1.2739 Epoch 1/8... Discriminator Loss: 1.3473... Generator Loss: 0.7428 Epoch 1/8... Discriminator Loss: 1.3610... Generator Loss: 0.7092 Epoch 1/8... Discriminator Loss: 1.3307... Generator Loss: 0.8100 Epoch 1/8... Discriminator Loss: 1.3022... Generator Loss: 0.8162 Epoch 1/8... Discriminator Loss: 1.3376... Generator Loss: 0.8264 Epoch 1/8... Discriminator Loss: 1.3265... Generator Loss: 0.8137 Epoch 1/8... Discriminator Loss: 1.5311... Generator Loss: 0.4270 Epoch 1/8... Discriminator Loss: 1.4026... Generator Loss: 0.8874 Epoch 1/8... Discriminator Loss: 1.3537... Generator Loss: 0.7574 Epoch 1/8... Discriminator Loss: 1.3582... Generator Loss: 0.7717 Epoch 1/8... Discriminator Loss: 1.3111... Generator Loss: 0.7333
Epoch 1/8... Discriminator Loss: 1.3423... Generator Loss: 0.8090 Epoch 1/8... Discriminator Loss: 1.3732... Generator Loss: 0.8460 Epoch 1/8... Discriminator Loss: 1.3329... Generator Loss: 0.7894 Epoch 1/8... Discriminator Loss: 1.3081... Generator Loss: 0.7470 Epoch 1/8... Discriminator Loss: 1.2118... Generator Loss: 0.9164 Epoch 1/8... Discriminator Loss: 1.3346... Generator Loss: 0.7139 Epoch 1/8... Discriminator Loss: 1.2764... Generator Loss: 0.8455 Epoch 1/8... Discriminator Loss: 1.3379... Generator Loss: 0.6552 Epoch 1/8... Discriminator Loss: 1.4925... Generator Loss: 0.4489 Epoch 1/8... Discriminator Loss: 1.4237... Generator Loss: 0.6922 Epoch 1/8... Discriminator Loss: 1.2645... Generator Loss: 0.8046 Epoch 1/8... Discriminator Loss: 1.3167... Generator Loss: 0.7909 Epoch 1/8... Discriminator Loss: 1.2764... Generator Loss: 0.7850 Epoch 1/8... Discriminator Loss: 0.9936... Generator Loss: 1.3029 Epoch 1/8... Discriminator Loss: 1.3687... Generator Loss: 0.5999 Epoch 1/8... Discriminator Loss: 1.2949... Generator Loss: 0.8545 Epoch 1/8... Discriminator Loss: 1.3703... Generator Loss: 0.6546 Epoch 1/8... Discriminator Loss: 1.4663... Generator Loss: 0.6852 Epoch 1/8... Discriminator Loss: 1.3644... Generator Loss: 0.7431 Epoch 1/8... Discriminator Loss: 1.3251... Generator Loss: 0.7691
Epoch 1/8... Discriminator Loss: 1.2164... Generator Loss: 0.9273 Epoch 1/8... Discriminator Loss: 1.6127... Generator Loss: 0.9105 Epoch 1/8... Discriminator Loss: 1.3848... Generator Loss: 0.7395 Epoch 1/8... Discriminator Loss: 1.3109... Generator Loss: 0.8272 Epoch 1/8... Discriminator Loss: 1.3281... Generator Loss: 0.6655 Epoch 1/8... Discriminator Loss: 1.3256... Generator Loss: 0.6364 Epoch 1/8... Discriminator Loss: 1.3601... Generator Loss: 0.7677 Epoch 1/8... Discriminator Loss: 1.1712... Generator Loss: 0.8550 Epoch 1/8... Discriminator Loss: 1.2961... Generator Loss: 0.7791 Epoch 1/8... Discriminator Loss: 1.3837... Generator Loss: 0.8118 Epoch 1/8... Discriminator Loss: 1.3266... Generator Loss: 0.7956 Epoch 1/8... Discriminator Loss: 1.2806... Generator Loss: 0.7871 Epoch 1/8... Discriminator Loss: 1.3784... Generator Loss: 0.5881 Epoch 1/8... Discriminator Loss: 1.3669... Generator Loss: 1.0534 Epoch 1/8... Discriminator Loss: 1.4326... Generator Loss: 0.6607 Epoch 1/8... Discriminator Loss: 1.3813... Generator Loss: 0.7129 Epoch 1/8... Discriminator Loss: 1.2480... Generator Loss: 0.8564 Epoch 1/8... Discriminator Loss: 1.4232... Generator Loss: 0.5677 Epoch 1/8... Discriminator Loss: 1.5967... Generator Loss: 1.3396 Epoch 1/8... Discriminator Loss: 1.3879... Generator Loss: 0.6391
Epoch 1/8... Discriminator Loss: 1.3475... Generator Loss: 0.8037 Epoch 1/8... Discriminator Loss: 1.3501... Generator Loss: 0.7789 Epoch 1/8... Discriminator Loss: 1.3843... Generator Loss: 0.7246 Epoch 1/8... Discriminator Loss: 1.2691... Generator Loss: 0.9419 Epoch 1/8... Discriminator Loss: 1.3387... Generator Loss: 0.8292 Epoch 1/8... Discriminator Loss: 1.3041... Generator Loss: 0.8025 Epoch 1/8... Discriminator Loss: 1.2425... Generator Loss: 0.8630 Epoch 1/8... Discriminator Loss: 1.2666... Generator Loss: 0.8357 Epoch 1/8... Discriminator Loss: 1.3759... Generator Loss: 0.7520 Epoch 1/8... Discriminator Loss: 1.3558... Generator Loss: 0.7780 Epoch 1/8... Discriminator Loss: 1.4386... Generator Loss: 0.9680 Epoch 1/8... Discriminator Loss: 1.4227... Generator Loss: 0.5817 Epoch 1/8... Discriminator Loss: 1.4789... Generator Loss: 0.6862 Epoch 1/8... Discriminator Loss: 1.2913... Generator Loss: 0.8142 Epoch 1/8... Discriminator Loss: 1.3825... Generator Loss: 1.0434 Epoch 1/8... Discriminator Loss: 1.3578... Generator Loss: 0.8028 Epoch 1/8... Discriminator Loss: 1.3544... Generator Loss: 0.7235 Epoch 1/8... Discriminator Loss: 1.4107... Generator Loss: 0.6698 Epoch 1/8... Discriminator Loss: 1.2974... Generator Loss: 0.7862 Epoch 1/8... Discriminator Loss: 1.2885... Generator Loss: 0.7362
Epoch 1/8... Discriminator Loss: 1.4532... Generator Loss: 0.6876 Epoch 1/8... Discriminator Loss: 1.3390... Generator Loss: 0.7845 Epoch 1/8... Discriminator Loss: 1.2773... Generator Loss: 0.8820 Epoch 1/8... Discriminator Loss: 1.2301... Generator Loss: 0.9172 Epoch 1/8... Discriminator Loss: 1.3637... Generator Loss: 0.6929 Epoch 1/8... Discriminator Loss: 1.3335... Generator Loss: 0.8607 Epoch 1/8... Discriminator Loss: 1.3773... Generator Loss: 0.7128 Epoch 1/8... Discriminator Loss: 1.2632... Generator Loss: 0.8312 Epoch 1/8... Discriminator Loss: 1.3421... Generator Loss: 0.7469 Epoch 1/8... Discriminator Loss: 1.3001... Generator Loss: 0.8297 Epoch 1/8... Discriminator Loss: 1.3568... Generator Loss: 0.8045 Epoch 1/8... Discriminator Loss: 1.4232... Generator Loss: 0.6528 Epoch 1/8... Discriminator Loss: 1.3060... Generator Loss: 0.9353 Epoch 1/8... Discriminator Loss: 1.2850... Generator Loss: 0.7535 Epoch 1/8... Discriminator Loss: 1.3755... Generator Loss: 0.7702 Epoch 1/8... Discriminator Loss: 1.3345... Generator Loss: 0.7430 Epoch 1/8... Discriminator Loss: 1.2598... Generator Loss: 0.9285 Epoch 1/8... Discriminator Loss: 1.3461... Generator Loss: 0.7312 Epoch 1/8... Discriminator Loss: 1.3962... Generator Loss: 0.7516 Epoch 1/8... Discriminator Loss: 1.3813... Generator Loss: 0.6638
Epoch 1/8... Discriminator Loss: 1.2939... Generator Loss: 0.8190 Epoch 1/8... Discriminator Loss: 1.3468... Generator Loss: 0.8159 Epoch 1/8... Discriminator Loss: 1.2962... Generator Loss: 0.8188 Epoch 1/8... Discriminator Loss: 1.2841... Generator Loss: 0.7305 Epoch 1/8... Discriminator Loss: 1.3448... Generator Loss: 0.7904 Epoch 1/8... Discriminator Loss: 1.3417... Generator Loss: 0.7130 Epoch 1/8... Discriminator Loss: 1.3777... Generator Loss: 0.7068 Epoch 1/8... Discriminator Loss: 1.3497... Generator Loss: 0.7592 Epoch 1/8... Discriminator Loss: 1.3173... Generator Loss: 0.7451 Epoch 1/8... Discriminator Loss: 1.4216... Generator Loss: 0.6259 Epoch 1/8... Discriminator Loss: 1.4922... Generator Loss: 1.1026 Epoch 1/8... Discriminator Loss: 1.4156... Generator Loss: 0.7781 Epoch 1/8... Discriminator Loss: 1.2930... Generator Loss: 0.9035 Epoch 2/8... Discriminator Loss: 1.2452... Generator Loss: 0.8956 Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.6249 Epoch 2/8... Discriminator Loss: 1.3792... Generator Loss: 0.7126 Epoch 2/8... Discriminator Loss: 1.3330... Generator Loss: 0.7996 Epoch 2/8... Discriminator Loss: 1.3970... Generator Loss: 0.7567 Epoch 2/8... Discriminator Loss: 1.3109... Generator Loss: 0.7688 Epoch 2/8... Discriminator Loss: 1.3947... Generator Loss: 0.6839
Epoch 2/8... Discriminator Loss: 1.3903... Generator Loss: 1.0214 Epoch 2/8... Discriminator Loss: 1.3367... Generator Loss: 0.7765 Epoch 2/8... Discriminator Loss: 1.3664... Generator Loss: 0.6572 Epoch 2/8... Discriminator Loss: 1.4311... Generator Loss: 0.6451 Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.8030 Epoch 2/8... Discriminator Loss: 1.3758... Generator Loss: 0.7560 Epoch 2/8... Discriminator Loss: 1.3567... Generator Loss: 0.7566 Epoch 2/8... Discriminator Loss: 1.1978... Generator Loss: 1.0681 Epoch 2/8... Discriminator Loss: 1.5011... Generator Loss: 0.4646 Epoch 2/8... Discriminator Loss: 1.4062... Generator Loss: 0.9333 Epoch 2/8... Discriminator Loss: 1.3007... Generator Loss: 0.8442 Epoch 2/8... Discriminator Loss: 1.3751... Generator Loss: 0.6857 Epoch 2/8... Discriminator Loss: 1.3614... Generator Loss: 0.7357 Epoch 2/8... Discriminator Loss: 1.4209... Generator Loss: 0.7155 Epoch 2/8... Discriminator Loss: 1.3839... Generator Loss: 0.6899 Epoch 2/8... Discriminator Loss: 1.3574... Generator Loss: 0.7433 Epoch 2/8... Discriminator Loss: 1.6900... Generator Loss: 1.5803 Epoch 2/8... Discriminator Loss: 1.3787... Generator Loss: 0.7106 Epoch 2/8... Discriminator Loss: 1.4038... Generator Loss: 0.6912 Epoch 2/8... Discriminator Loss: 1.3917... Generator Loss: 0.7181
Epoch 2/8... Discriminator Loss: 1.3015... Generator Loss: 0.7715 Epoch 2/8... Discriminator Loss: 1.3602... Generator Loss: 0.7739 Epoch 2/8... Discriminator Loss: 1.4050... Generator Loss: 0.7437 Epoch 2/8... Discriminator Loss: 1.2880... Generator Loss: 0.7849 Epoch 2/8... Discriminator Loss: 1.3877... Generator Loss: 0.6830 Epoch 2/8... Discriminator Loss: 1.3623... Generator Loss: 0.7255 Epoch 2/8... Discriminator Loss: 1.4034... Generator Loss: 0.6296 Epoch 2/8... Discriminator Loss: 1.3605... Generator Loss: 0.7403 Epoch 2/8... Discriminator Loss: 1.0405... Generator Loss: 1.2898 Epoch 2/8... Discriminator Loss: 1.3180... Generator Loss: 0.7034 Epoch 2/8... Discriminator Loss: 1.1255... Generator Loss: 1.4018 Epoch 2/8... Discriminator Loss: 1.3974... Generator Loss: 0.5860 Epoch 2/8... Discriminator Loss: 1.3980... Generator Loss: 0.6729 Epoch 2/8... Discriminator Loss: 1.4470... Generator Loss: 0.6822 Epoch 2/8... Discriminator Loss: 1.3913... Generator Loss: 0.7522 Epoch 2/8... Discriminator Loss: 1.2415... Generator Loss: 0.7624 Epoch 2/8... Discriminator Loss: 1.9161... Generator Loss: 0.5824 Epoch 2/8... Discriminator Loss: 1.3793... Generator Loss: 0.6820 Epoch 2/8... Discriminator Loss: 1.3495... Generator Loss: 0.7790 Epoch 2/8... Discriminator Loss: 1.3870... Generator Loss: 0.7269
Epoch 2/8... Discriminator Loss: 1.3377... Generator Loss: 0.7736 Epoch 2/8... Discriminator Loss: 1.2784... Generator Loss: 0.8750 Epoch 2/8... Discriminator Loss: 1.3915... Generator Loss: 0.6951 Epoch 2/8... Discriminator Loss: 1.3561... Generator Loss: 0.7257 Epoch 2/8... Discriminator Loss: 1.2775... Generator Loss: 0.7431 Epoch 2/8... Discriminator Loss: 1.3910... Generator Loss: 0.8328 Epoch 2/8... Discriminator Loss: 1.3852... Generator Loss: 0.7256 Epoch 2/8... Discriminator Loss: 1.3560... Generator Loss: 0.7811 Epoch 2/8... Discriminator Loss: 1.3554... Generator Loss: 0.7992 Epoch 2/8... Discriminator Loss: 1.3626... Generator Loss: 0.6881 Epoch 2/8... Discriminator Loss: 1.5781... Generator Loss: 1.0891 Epoch 2/8... Discriminator Loss: 1.3090... Generator Loss: 0.7070 Epoch 2/8... Discriminator Loss: 1.4001... Generator Loss: 0.7007 Epoch 2/8... Discriminator Loss: 1.1096... Generator Loss: 1.0744 Epoch 2/8... Discriminator Loss: 1.3543... Generator Loss: 0.9745 Epoch 2/8... Discriminator Loss: 1.3480... Generator Loss: 0.7178 Epoch 2/8... Discriminator Loss: 1.2851... Generator Loss: 0.8176 Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7757 Epoch 2/8... Discriminator Loss: 1.3902... Generator Loss: 0.7926 Epoch 2/8... Discriminator Loss: 1.3003... Generator Loss: 1.0657
Epoch 2/8... Discriminator Loss: 1.3698... Generator Loss: 0.7357 Epoch 2/8... Discriminator Loss: 1.4179... Generator Loss: 0.7277 Epoch 2/8... Discriminator Loss: 1.3617... Generator Loss: 0.7011 Epoch 2/8... Discriminator Loss: 1.3231... Generator Loss: 0.7563 Epoch 2/8... Discriminator Loss: 1.3627... Generator Loss: 0.9487 Epoch 2/8... Discriminator Loss: 1.3616... Generator Loss: 0.6823 Epoch 2/8... Discriminator Loss: 1.3439... Generator Loss: 0.7776 Epoch 2/8... Discriminator Loss: 1.3844... Generator Loss: 0.7459 Epoch 2/8... Discriminator Loss: 1.3093... Generator Loss: 0.7976 Epoch 2/8... Discriminator Loss: 1.3771... Generator Loss: 0.8034 Epoch 2/8... Discriminator Loss: 1.3481... Generator Loss: 0.7700 Epoch 2/8... Discriminator Loss: 1.4194... Generator Loss: 0.7785 Epoch 2/8... Discriminator Loss: 1.3741... Generator Loss: 0.7708 Epoch 2/8... Discriminator Loss: 1.3601... Generator Loss: 0.7457 Epoch 2/8... Discriminator Loss: 1.0021... Generator Loss: 1.3849 Epoch 2/8... Discriminator Loss: 1.4507... Generator Loss: 1.1229 Epoch 2/8... Discriminator Loss: 1.4361... Generator Loss: 0.6938 Epoch 2/8... Discriminator Loss: 1.3354... Generator Loss: 0.8378 Epoch 2/8... Discriminator Loss: 1.3382... Generator Loss: 0.7169 Epoch 2/8... Discriminator Loss: 1.3124... Generator Loss: 0.7787
Epoch 2/8... Discriminator Loss: 1.3765... Generator Loss: 0.8461 Epoch 2/8... Discriminator Loss: 1.3749... Generator Loss: 0.7234 Epoch 2/8... Discriminator Loss: 1.3377... Generator Loss: 0.7722 Epoch 2/8... Discriminator Loss: 1.4765... Generator Loss: 0.5356 Epoch 2/8... Discriminator Loss: 1.4663... Generator Loss: 0.8642 Epoch 2/8... Discriminator Loss: 1.0978... Generator Loss: 1.0676 Epoch 2/8... Discriminator Loss: 1.4239... Generator Loss: 0.6156 Epoch 2/8... Discriminator Loss: 1.2912... Generator Loss: 0.7883 Epoch 2/8... Discriminator Loss: 1.3614... Generator Loss: 0.7521 Epoch 2/8... Discriminator Loss: 1.3849... Generator Loss: 0.8331 Epoch 2/8... Discriminator Loss: 1.3073... Generator Loss: 0.8785 Epoch 2/8... Discriminator Loss: 1.1884... Generator Loss: 1.0034 Epoch 2/8... Discriminator Loss: 1.4096... Generator Loss: 0.6324 Epoch 2/8... Discriminator Loss: 1.3278... Generator Loss: 0.7860 Epoch 2/8... Discriminator Loss: 1.3863... Generator Loss: 0.7098 Epoch 2/8... Discriminator Loss: 1.3950... Generator Loss: 0.6823 Epoch 2/8... Discriminator Loss: 1.3658... Generator Loss: 0.6953 Epoch 2/8... Discriminator Loss: 1.3718... Generator Loss: 0.7391 Epoch 2/8... Discriminator Loss: 1.3710... Generator Loss: 0.7511 Epoch 2/8... Discriminator Loss: 1.2728... Generator Loss: 0.7694
Epoch 2/8... Discriminator Loss: 1.3772... Generator Loss: 0.8091 Epoch 2/8... Discriminator Loss: 1.3941... Generator Loss: 0.6950 Epoch 2/8... Discriminator Loss: 1.3456... Generator Loss: 0.7678 Epoch 2/8... Discriminator Loss: 1.3503... Generator Loss: 0.6935 Epoch 2/8... Discriminator Loss: 1.3271... Generator Loss: 0.7996 Epoch 2/8... Discriminator Loss: 1.3260... Generator Loss: 0.7537 Epoch 2/8... Discriminator Loss: 1.3943... Generator Loss: 0.7353 Epoch 2/8... Discriminator Loss: 1.4790... Generator Loss: 0.5217 Epoch 2/8... Discriminator Loss: 1.4231... Generator Loss: 0.8738 Epoch 2/8... Discriminator Loss: 1.2559... Generator Loss: 0.8704 Epoch 2/8... Discriminator Loss: 1.3479... Generator Loss: 0.8069 Epoch 2/8... Discriminator Loss: 1.2289... Generator Loss: 0.9049 Epoch 2/8... Discriminator Loss: 1.3478... Generator Loss: 0.7733 Epoch 2/8... Discriminator Loss: 1.3634... Generator Loss: 0.7740 Epoch 2/8... Discriminator Loss: 1.3513... Generator Loss: 0.7790 Epoch 2/8... Discriminator Loss: 1.3515... Generator Loss: 0.7310 Epoch 2/8... Discriminator Loss: 1.3383... Generator Loss: 0.7640 Epoch 2/8... Discriminator Loss: 1.1918... Generator Loss: 0.8926 Epoch 2/8... Discriminator Loss: 1.4211... Generator Loss: 0.6503 Epoch 2/8... Discriminator Loss: 1.4061... Generator Loss: 0.6866
Epoch 2/8... Discriminator Loss: 1.3784... Generator Loss: 0.7280 Epoch 2/8... Discriminator Loss: 1.3577... Generator Loss: 0.6585 Epoch 2/8... Discriminator Loss: 1.3714... Generator Loss: 0.8692 Epoch 2/8... Discriminator Loss: 1.4285... Generator Loss: 0.7001 Epoch 2/8... Discriminator Loss: 1.4016... Generator Loss: 0.7308 Epoch 2/8... Discriminator Loss: 1.3597... Generator Loss: 0.7279 Epoch 2/8... Discriminator Loss: 1.3109... Generator Loss: 0.8226 Epoch 2/8... Discriminator Loss: 1.0880... Generator Loss: 1.1875 Epoch 2/8... Discriminator Loss: 1.3235... Generator Loss: 0.8939 Epoch 2/8... Discriminator Loss: 1.3330... Generator Loss: 0.7270 Epoch 2/8... Discriminator Loss: 1.4000... Generator Loss: 0.8177 Epoch 2/8... Discriminator Loss: 1.3544... Generator Loss: 0.8406 Epoch 2/8... Discriminator Loss: 1.3500... Generator Loss: 0.8338 Epoch 2/8... Discriminator Loss: 1.3852... Generator Loss: 0.7379 Epoch 2/8... Discriminator Loss: 1.3720... Generator Loss: 0.7766 Epoch 2/8... Discriminator Loss: 1.3736... Generator Loss: 0.7336 Epoch 2/8... Discriminator Loss: 1.2941... Generator Loss: 0.7677 Epoch 2/8... Discriminator Loss: 1.3868... Generator Loss: 0.7314 Epoch 2/8... Discriminator Loss: 1.3044... Generator Loss: 0.7792 Epoch 2/8... Discriminator Loss: 1.4189... Generator Loss: 0.6911
Epoch 2/8... Discriminator Loss: 1.2971... Generator Loss: 0.8515 Epoch 2/8... Discriminator Loss: 1.3190... Generator Loss: 0.7515 Epoch 2/8... Discriminator Loss: 1.4092... Generator Loss: 0.6523 Epoch 2/8... Discriminator Loss: 1.3606... Generator Loss: 0.7833 Epoch 2/8... Discriminator Loss: 1.4355... Generator Loss: 0.5502 Epoch 2/8... Discriminator Loss: 1.4460... Generator Loss: 0.7196 Epoch 2/8... Discriminator Loss: 1.2505... Generator Loss: 0.9219 Epoch 2/8... Discriminator Loss: 1.3373... Generator Loss: 0.8473 Epoch 2/8... Discriminator Loss: 1.3507... Generator Loss: 0.7453 Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.6913 Epoch 2/8... Discriminator Loss: 1.3889... Generator Loss: 0.7378 Epoch 2/8... Discriminator Loss: 1.4144... Generator Loss: 0.5913 Epoch 2/8... Discriminator Loss: 1.4478... Generator Loss: 0.9345 Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.7655 Epoch 2/8... Discriminator Loss: 1.4026... Generator Loss: 0.6081 Epoch 2/8... Discriminator Loss: 1.3560... Generator Loss: 0.7369 Epoch 2/8... Discriminator Loss: 1.2975... Generator Loss: 0.8447 Epoch 2/8... Discriminator Loss: 1.2555... Generator Loss: 0.9381 Epoch 2/8... Discriminator Loss: 1.4120... Generator Loss: 0.7094 Epoch 2/8... Discriminator Loss: 1.3899... Generator Loss: 0.7369
Epoch 2/8... Discriminator Loss: 1.3453... Generator Loss: 0.8317 Epoch 2/8... Discriminator Loss: 1.4001... Generator Loss: 0.8191 Epoch 2/8... Discriminator Loss: 1.3392... Generator Loss: 0.7517 Epoch 2/8... Discriminator Loss: 1.3296... Generator Loss: 0.8393 Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7203 Epoch 2/8... Discriminator Loss: 1.2916... Generator Loss: 0.6727 Epoch 2/8... Discriminator Loss: 1.5471... Generator Loss: 0.4202 Epoch 2/8... Discriminator Loss: 1.4191... Generator Loss: 0.7457 Epoch 2/8... Discriminator Loss: 1.4072... Generator Loss: 0.6779 Epoch 2/8... Discriminator Loss: 1.3924... Generator Loss: 0.6882 Epoch 2/8... Discriminator Loss: 1.4217... Generator Loss: 0.5949 Epoch 2/8... Discriminator Loss: 1.3758... Generator Loss: 0.7873 Epoch 2/8... Discriminator Loss: 1.3391... Generator Loss: 0.7896 Epoch 2/8... Discriminator Loss: 1.3971... Generator Loss: 0.7465 Epoch 2/8... Discriminator Loss: 1.3404... Generator Loss: 0.7859 Epoch 2/8... Discriminator Loss: 1.5532... Generator Loss: 0.5441 Epoch 2/8... Discriminator Loss: 1.3433... Generator Loss: 0.7006 Epoch 2/8... Discriminator Loss: 1.3205... Generator Loss: 0.8462 Epoch 2/8... Discriminator Loss: 1.3923... Generator Loss: 0.7533 Epoch 2/8... Discriminator Loss: 1.3790... Generator Loss: 0.7653
Epoch 2/8... Discriminator Loss: 1.3630... Generator Loss: 0.8087 Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7087 Epoch 2/8... Discriminator Loss: 1.2775... Generator Loss: 0.8077 Epoch 2/8... Discriminator Loss: 1.4345... Generator Loss: 0.5794 Epoch 2/8... Discriminator Loss: 1.3374... Generator Loss: 0.7345 Epoch 2/8... Discriminator Loss: 1.3421... Generator Loss: 0.7767 Epoch 2/8... Discriminator Loss: 1.3624... Generator Loss: 0.7790 Epoch 2/8... Discriminator Loss: 1.3671... Generator Loss: 0.6820 Epoch 2/8... Discriminator Loss: 1.3841... Generator Loss: 0.7651 Epoch 2/8... Discriminator Loss: 1.3471... Generator Loss: 0.7464 Epoch 2/8... Discriminator Loss: 1.4093... Generator Loss: 0.7206 Epoch 2/8... Discriminator Loss: 1.3323... Generator Loss: 0.8367 Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7736 Epoch 2/8... Discriminator Loss: 1.3831... Generator Loss: 0.6889 Epoch 2/8... Discriminator Loss: 1.3050... Generator Loss: 0.8855 Epoch 2/8... Discriminator Loss: 1.3997... Generator Loss: 0.7226 Epoch 2/8... Discriminator Loss: 1.4295... Generator Loss: 0.6424 Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7825 Epoch 2/8... Discriminator Loss: 1.2789... Generator Loss: 0.8186 Epoch 2/8... Discriminator Loss: 1.3946... Generator Loss: 0.7413
Epoch 2/8... Discriminator Loss: 1.3991... Generator Loss: 0.7013 Epoch 2/8... Discriminator Loss: 1.3883... Generator Loss: 0.7686 Epoch 2/8... Discriminator Loss: 1.3483... Generator Loss: 0.7628 Epoch 2/8... Discriminator Loss: 1.3747... Generator Loss: 0.8214 Epoch 2/8... Discriminator Loss: 1.3598... Generator Loss: 0.7870 Epoch 2/8... Discriminator Loss: 1.4251... Generator Loss: 0.6597 Epoch 2/8... Discriminator Loss: 1.3882... Generator Loss: 0.8747 Epoch 2/8... Discriminator Loss: 1.3891... Generator Loss: 0.7542 Epoch 2/8... Discriminator Loss: 1.3557... Generator Loss: 0.7471 Epoch 2/8... Discriminator Loss: 1.4129... Generator Loss: 0.6929 Epoch 2/8... Discriminator Loss: 1.3979... Generator Loss: 0.6831 Epoch 2/8... Discriminator Loss: 1.3389... Generator Loss: 0.7528 Epoch 2/8... Discriminator Loss: 1.4000... Generator Loss: 0.7443 Epoch 2/8... Discriminator Loss: 1.1111... Generator Loss: 1.0780 Epoch 2/8... Discriminator Loss: 1.4302... Generator Loss: 0.6089 Epoch 2/8... Discriminator Loss: 1.3609... Generator Loss: 0.7261 Epoch 2/8... Discriminator Loss: 1.3189... Generator Loss: 0.8033 Epoch 2/8... Discriminator Loss: 1.3617... Generator Loss: 0.7817 Epoch 2/8... Discriminator Loss: 1.4064... Generator Loss: 0.6820 Epoch 2/8... Discriminator Loss: 1.3719... Generator Loss: 0.9328
Epoch 2/8... Discriminator Loss: 1.4156... Generator Loss: 0.6766 Epoch 2/8... Discriminator Loss: 1.4328... Generator Loss: 0.6742 Epoch 2/8... Discriminator Loss: 1.4241... Generator Loss: 0.6338 Epoch 2/8... Discriminator Loss: 1.3986... Generator Loss: 0.7199 Epoch 2/8... Discriminator Loss: 1.2354... Generator Loss: 0.8544 Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7688 Epoch 2/8... Discriminator Loss: 1.3127... Generator Loss: 0.8088 Epoch 2/8... Discriminator Loss: 1.4245... Generator Loss: 0.6003 Epoch 2/8... Discriminator Loss: 1.3768... Generator Loss: 0.8184 Epoch 2/8... Discriminator Loss: 1.3849... Generator Loss: 0.7015 Epoch 2/8... Discriminator Loss: 1.3554... Generator Loss: 0.7693 Epoch 2/8... Discriminator Loss: 1.3937... Generator Loss: 0.7925 Epoch 2/8... Discriminator Loss: 1.3728... Generator Loss: 0.7116 Epoch 2/8... Discriminator Loss: 1.6212... Generator Loss: 0.4329 Epoch 2/8... Discriminator Loss: 1.3938... Generator Loss: 0.8298 Epoch 2/8... Discriminator Loss: 1.3876... Generator Loss: 0.8109 Epoch 2/8... Discriminator Loss: 1.3681... Generator Loss: 0.7434 Epoch 2/8... Discriminator Loss: 1.4212... Generator Loss: 0.8129 Epoch 2/8... Discriminator Loss: 1.4808... Generator Loss: 0.9436 Epoch 2/8... Discriminator Loss: 1.3287... Generator Loss: 0.6835
Epoch 2/8... Discriminator Loss: 1.3211... Generator Loss: 0.7221 Epoch 2/8... Discriminator Loss: 1.3943... Generator Loss: 0.7801 Epoch 2/8... Discriminator Loss: 1.4010... Generator Loss: 0.7513 Epoch 2/8... Discriminator Loss: 1.3525... Generator Loss: 0.7052 Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.7603 Epoch 2/8... Discriminator Loss: 1.3648... Generator Loss: 0.7327 Epoch 2/8... Discriminator Loss: 1.2026... Generator Loss: 0.9169 Epoch 2/8... Discriminator Loss: 2.2730... Generator Loss: 2.0515 Epoch 2/8... Discriminator Loss: 1.6120... Generator Loss: 0.7987 Epoch 2/8... Discriminator Loss: 1.3988... Generator Loss: 0.7422 Epoch 2/8... Discriminator Loss: 1.3992... Generator Loss: 0.7608 Epoch 2/8... Discriminator Loss: 1.3850... Generator Loss: 0.7716 Epoch 2/8... Discriminator Loss: 1.3678... Generator Loss: 0.7362 Epoch 2/8... Discriminator Loss: 1.4005... Generator Loss: 0.6949 Epoch 2/8... Discriminator Loss: 1.4041... Generator Loss: 0.8235 Epoch 2/8... Discriminator Loss: 1.3938... Generator Loss: 0.7681 Epoch 2/8... Discriminator Loss: 1.3569... Generator Loss: 0.8214 Epoch 2/8... Discriminator Loss: 1.3878... Generator Loss: 0.7392 Epoch 2/8... Discriminator Loss: 1.3470... Generator Loss: 0.7242 Epoch 2/8... Discriminator Loss: 1.3802... Generator Loss: 0.7315
Epoch 2/8... Discriminator Loss: 1.4676... Generator Loss: 0.5649 Epoch 2/8... Discriminator Loss: 1.4094... Generator Loss: 0.9541 Epoch 2/8... Discriminator Loss: 1.3925... Generator Loss: 0.7448 Epoch 2/8... Discriminator Loss: 1.3737... Generator Loss: 0.7583 Epoch 2/8... Discriminator Loss: 1.3942... Generator Loss: 0.7260 Epoch 2/8... Discriminator Loss: 1.3641... Generator Loss: 0.7887 Epoch 2/8... Discriminator Loss: 1.3018... Generator Loss: 0.8223 Epoch 2/8... Discriminator Loss: 1.3802... Generator Loss: 0.7175 Epoch 2/8... Discriminator Loss: 1.4472... Generator Loss: 0.6706 Epoch 2/8... Discriminator Loss: 1.4184... Generator Loss: 0.7022 Epoch 2/8... Discriminator Loss: 1.3795... Generator Loss: 0.7733 Epoch 2/8... Discriminator Loss: 1.3617... Generator Loss: 0.7599 Epoch 2/8... Discriminator Loss: 1.3351... Generator Loss: 0.7838 Epoch 2/8... Discriminator Loss: 1.4263... Generator Loss: 0.6592 Epoch 2/8... Discriminator Loss: 1.1724... Generator Loss: 0.9360 Epoch 2/8... Discriminator Loss: 1.3914... Generator Loss: 0.7363 Epoch 2/8... Discriminator Loss: 1.3816... Generator Loss: 0.7621 Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.7160 Epoch 2/8... Discriminator Loss: 1.3575... Generator Loss: 0.8616 Epoch 2/8... Discriminator Loss: 1.3874... Generator Loss: 0.6981
Epoch 2/8... Discriminator Loss: 1.3675... Generator Loss: 0.7102 Epoch 2/8... Discriminator Loss: 1.3725... Generator Loss: 0.7304 Epoch 2/8... Discriminator Loss: 1.4077... Generator Loss: 0.7633 Epoch 2/8... Discriminator Loss: 1.4028... Generator Loss: 0.6740 Epoch 2/8... Discriminator Loss: 1.4413... Generator Loss: 0.7234 Epoch 2/8... Discriminator Loss: 1.2482... Generator Loss: 0.8122 Epoch 2/8... Discriminator Loss: 1.3789... Generator Loss: 0.8872 Epoch 2/8... Discriminator Loss: 1.3754... Generator Loss: 0.7210 Epoch 2/8... Discriminator Loss: 1.3528... Generator Loss: 0.7137 Epoch 2/8... Discriminator Loss: 1.4005... Generator Loss: 0.7480 Epoch 2/8... Discriminator Loss: 1.3687... Generator Loss: 0.7618 Epoch 2/8... Discriminator Loss: 1.3645... Generator Loss: 0.8138 Epoch 2/8... Discriminator Loss: 1.3620... Generator Loss: 0.7473 Epoch 2/8... Discriminator Loss: 1.4113... Generator Loss: 0.7017 Epoch 2/8... Discriminator Loss: 1.3924... Generator Loss: 0.7277 Epoch 2/8... Discriminator Loss: 1.3461... Generator Loss: 0.8168 Epoch 2/8... Discriminator Loss: 1.3846... Generator Loss: 0.7298 Epoch 2/8... Discriminator Loss: 1.3068... Generator Loss: 0.8778 Epoch 2/8... Discriminator Loss: 1.3629... Generator Loss: 0.7756 Epoch 2/8... Discriminator Loss: 1.3822... Generator Loss: 0.7447
Epoch 2/8... Discriminator Loss: 1.3976... Generator Loss: 0.7602 Epoch 2/8... Discriminator Loss: 1.3784... Generator Loss: 0.7300 Epoch 2/8... Discriminator Loss: 1.3694... Generator Loss: 0.7795 Epoch 2/8... Discriminator Loss: 1.4151... Generator Loss: 0.6668 Epoch 2/8... Discriminator Loss: 1.3849... Generator Loss: 0.7813 Epoch 2/8... Discriminator Loss: 1.3597... Generator Loss: 0.7166 Epoch 2/8... Discriminator Loss: 1.3958... Generator Loss: 0.7328 Epoch 2/8... Discriminator Loss: 1.4009... Generator Loss: 0.6647 Epoch 2/8... Discriminator Loss: 1.4108... Generator Loss: 0.7338 Epoch 2/8... Discriminator Loss: 1.3814... Generator Loss: 0.7516 Epoch 2/8... Discriminator Loss: 1.1733... Generator Loss: 1.0208 Epoch 2/8... Discriminator Loss: 1.4021... Generator Loss: 0.7740 Epoch 2/8... Discriminator Loss: 1.4061... Generator Loss: 0.7366 Epoch 2/8... Discriminator Loss: 1.3616... Generator Loss: 0.7645 Epoch 2/8... Discriminator Loss: 1.4418... Generator Loss: 0.6866 Epoch 2/8... Discriminator Loss: 1.3654... Generator Loss: 0.7533 Epoch 2/8... Discriminator Loss: 1.4528... Generator Loss: 0.7076 Epoch 2/8... Discriminator Loss: 1.4052... Generator Loss: 0.8213 Epoch 2/8... Discriminator Loss: 1.3900... Generator Loss: 0.5383 Epoch 2/8... Discriminator Loss: 1.4503... Generator Loss: 0.9781
Epoch 2/8... Discriminator Loss: 1.4132... Generator Loss: 0.6209 Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.6892 Epoch 2/8... Discriminator Loss: 1.4192... Generator Loss: 0.6775 Epoch 2/8... Discriminator Loss: 1.3963... Generator Loss: 0.7430 Epoch 2/8... Discriminator Loss: 1.4104... Generator Loss: 0.7807 Epoch 2/8... Discriminator Loss: 1.2443... Generator Loss: 0.9249 Epoch 2/8... Discriminator Loss: 1.3641... Generator Loss: 0.8423 Epoch 2/8... Discriminator Loss: 1.3867... Generator Loss: 0.7681 Epoch 2/8... Discriminator Loss: 1.4328... Generator Loss: 0.6663 Epoch 2/8... Discriminator Loss: 1.3522... Generator Loss: 0.7503 Epoch 2/8... Discriminator Loss: 1.3739... Generator Loss: 0.8104 Epoch 2/8... Discriminator Loss: 1.3896... Generator Loss: 0.7672 Epoch 2/8... Discriminator Loss: 1.2230... Generator Loss: 0.9235 Epoch 2/8... Discriminator Loss: 1.4656... Generator Loss: 1.0128 Epoch 2/8... Discriminator Loss: 1.3740... Generator Loss: 0.7592 Epoch 2/8... Discriminator Loss: 1.4003... Generator Loss: 0.7300 Epoch 2/8... Discriminator Loss: 1.3681... Generator Loss: 0.7903 Epoch 2/8... Discriminator Loss: 1.3908... Generator Loss: 0.7087 Epoch 2/8... Discriminator Loss: 1.4707... Generator Loss: 0.5191 Epoch 2/8... Discriminator Loss: 1.3746... Generator Loss: 0.7514
Epoch 2/8... Discriminator Loss: 1.3321... Generator Loss: 0.7962 Epoch 2/8... Discriminator Loss: 1.3105... Generator Loss: 0.8144 Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.7912 Epoch 2/8... Discriminator Loss: 1.3812... Generator Loss: 0.7532 Epoch 2/8... Discriminator Loss: 1.3523... Generator Loss: 0.7613 Epoch 2/8... Discriminator Loss: 1.4091... Generator Loss: 0.6785 Epoch 2/8... Discriminator Loss: 1.3751... Generator Loss: 0.6543 Epoch 2/8... Discriminator Loss: 1.4131... Generator Loss: 0.7438 Epoch 2/8... Discriminator Loss: 1.3742... Generator Loss: 0.6430 Epoch 2/8... Discriminator Loss: 1.3896... Generator Loss: 0.7700 Epoch 2/8... Discriminator Loss: 1.3636... Generator Loss: 0.7290 Epoch 2/8... Discriminator Loss: 1.4205... Generator Loss: 0.7415 Epoch 2/8... Discriminator Loss: 1.4097... Generator Loss: 0.7057 Epoch 2/8... Discriminator Loss: 1.4139... Generator Loss: 0.6875 Epoch 2/8... Discriminator Loss: 1.3688... Generator Loss: 0.7751 Epoch 2/8... Discriminator Loss: 1.3333... Generator Loss: 0.7796 Epoch 2/8... Discriminator Loss: 1.3835... Generator Loss: 0.7372 Epoch 2/8... Discriminator Loss: 1.3498... Generator Loss: 0.7769 Epoch 2/8... Discriminator Loss: 1.3049... Generator Loss: 0.8880 Epoch 2/8... Discriminator Loss: 1.4369... Generator Loss: 0.8097
Epoch 2/8... Discriminator Loss: 1.3432... Generator Loss: 0.7304 Epoch 2/8... Discriminator Loss: 1.3975... Generator Loss: 0.7163 Epoch 2/8... Discriminator Loss: 1.3887... Generator Loss: 0.7800 Epoch 2/8... Discriminator Loss: 1.3910... Generator Loss: 0.6909 Epoch 2/8... Discriminator Loss: 1.3670... Generator Loss: 0.7043 Epoch 2/8... Discriminator Loss: 1.4040... Generator Loss: 0.6747 Epoch 2/8... Discriminator Loss: 1.4298... Generator Loss: 0.8528 Epoch 2/8... Discriminator Loss: 1.4058... Generator Loss: 0.7338 Epoch 2/8... Discriminator Loss: 1.3844... Generator Loss: 0.6955 Epoch 2/8... Discriminator Loss: 1.3444... Generator Loss: 0.7417 Epoch 2/8... Discriminator Loss: 1.3581... Generator Loss: 0.7821 Epoch 2/8... Discriminator Loss: 1.3716... Generator Loss: 0.8405 Epoch 2/8... Discriminator Loss: 1.3952... Generator Loss: 0.7206 Epoch 2/8... Discriminator Loss: 1.2985... Generator Loss: 0.8444 Epoch 2/8... Discriminator Loss: 1.4022... Generator Loss: 0.7277 Epoch 2/8... Discriminator Loss: 1.3673... Generator Loss: 0.7583 Epoch 2/8... Discriminator Loss: 1.3518... Generator Loss: 0.7493 Epoch 2/8... Discriminator Loss: 1.4167... Generator Loss: 0.8601 Epoch 2/8... Discriminator Loss: 1.4456... Generator Loss: 0.6145 Epoch 2/8... Discriminator Loss: 1.3912... Generator Loss: 0.7262
Epoch 2/8... Discriminator Loss: 1.4299... Generator Loss: 0.7206 Epoch 2/8... Discriminator Loss: 1.3907... Generator Loss: 0.7262 Epoch 2/8... Discriminator Loss: 1.3566... Generator Loss: 0.7951 Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.7226 Epoch 2/8... Discriminator Loss: 1.2384... Generator Loss: 0.9347 Epoch 2/8... Discriminator Loss: 1.4049... Generator Loss: 0.6804 Epoch 2/8... Discriminator Loss: 1.3065... Generator Loss: 0.8708 Epoch 2/8... Discriminator Loss: 1.3730... Generator Loss: 0.7727 Epoch 2/8... Discriminator Loss: 1.3412... Generator Loss: 0.6911 Epoch 2/8... Discriminator Loss: 1.3247... Generator Loss: 0.7946 Epoch 2/8... Discriminator Loss: 1.3904... Generator Loss: 0.7227 Epoch 2/8... Discriminator Loss: 1.3905... Generator Loss: 0.7213 Epoch 2/8... Discriminator Loss: 1.3316... Generator Loss: 0.8217 Epoch 2/8... Discriminator Loss: 1.3455... Generator Loss: 0.7566 Epoch 2/8... Discriminator Loss: 1.3267... Generator Loss: 0.7831 Epoch 2/8... Discriminator Loss: 1.3406... Generator Loss: 0.8928 Epoch 2/8... Discriminator Loss: 1.3628... Generator Loss: 0.7411 Epoch 2/8... Discriminator Loss: 1.3813... Generator Loss: 0.7628 Epoch 2/8... Discriminator Loss: 1.4360... Generator Loss: 0.6680 Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7648
Epoch 2/8... Discriminator Loss: 1.3061... Generator Loss: 0.7848 Epoch 2/8... Discriminator Loss: 1.3777... Generator Loss: 0.7145 Epoch 2/8... Discriminator Loss: 1.3544... Generator Loss: 0.8115 Epoch 2/8... Discriminator Loss: 1.3213... Generator Loss: 0.7855 Epoch 2/8... Discriminator Loss: 1.5463... Generator Loss: 0.8891 Epoch 2/8... Discriminator Loss: 1.4338... Generator Loss: 0.7081 Epoch 2/8... Discriminator Loss: 1.4287... Generator Loss: 0.6384 Epoch 2/8... Discriminator Loss: 1.3542... Generator Loss: 0.7332 Epoch 2/8... Discriminator Loss: 1.4137... Generator Loss: 0.7709 Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.7204 Epoch 2/8... Discriminator Loss: 1.3113... Generator Loss: 0.7818 Epoch 2/8... Discriminator Loss: 1.4279... Generator Loss: 0.6440 Epoch 2/8... Discriminator Loss: 1.3866... Generator Loss: 0.7663 Epoch 2/8... Discriminator Loss: 1.3440... Generator Loss: 0.7594 Epoch 2/8... Discriminator Loss: 1.3548... Generator Loss: 0.7046 Epoch 2/8... Discriminator Loss: 1.4152... Generator Loss: 0.8165 Epoch 2/8... Discriminator Loss: 1.3878... Generator Loss: 0.9029 Epoch 2/8... Discriminator Loss: 1.3637... Generator Loss: 0.7032 Epoch 2/8... Discriminator Loss: 1.2692... Generator Loss: 0.9032 Epoch 2/8... Discriminator Loss: 1.4036... Generator Loss: 0.6395
Epoch 2/8... Discriminator Loss: 1.3845... Generator Loss: 0.7150 Epoch 2/8... Discriminator Loss: 1.3634... Generator Loss: 0.7163 Epoch 2/8... Discriminator Loss: 1.2886... Generator Loss: 0.9009 Epoch 2/8... Discriminator Loss: 1.3741... Generator Loss: 0.6459 Epoch 2/8... Discriminator Loss: 1.3961... Generator Loss: 0.7203 Epoch 2/8... Discriminator Loss: 1.3649... Generator Loss: 0.7628 Epoch 2/8... Discriminator Loss: 1.3914... Generator Loss: 0.7183 Epoch 2/8... Discriminator Loss: 1.4203... Generator Loss: 1.0826 Epoch 2/8... Discriminator Loss: 1.3876... Generator Loss: 0.6894 Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7622 Epoch 2/8... Discriminator Loss: 1.4003... Generator Loss: 0.7506 Epoch 2/8... Discriminator Loss: 1.3599... Generator Loss: 0.7248 Epoch 2/8... Discriminator Loss: 1.4331... Generator Loss: 0.7041 Epoch 2/8... Discriminator Loss: 1.3720... Generator Loss: 0.7105 Epoch 2/8... Discriminator Loss: 1.3767... Generator Loss: 0.8436 Epoch 2/8... Discriminator Loss: 1.3641... Generator Loss: 0.7641 Epoch 2/8... Discriminator Loss: 1.3957... Generator Loss: 0.7334 Epoch 2/8... Discriminator Loss: 1.3486... Generator Loss: 0.7783 Epoch 2/8... Discriminator Loss: 1.4436... Generator Loss: 0.6507 Epoch 2/8... Discriminator Loss: 1.4348... Generator Loss: 0.7426
Epoch 2/8... Discriminator Loss: 1.3874... Generator Loss: 0.6968 Epoch 2/8... Discriminator Loss: 1.4228... Generator Loss: 0.6859 Epoch 2/8... Discriminator Loss: 1.3537... Generator Loss: 0.7975 Epoch 2/8... Discriminator Loss: 1.3479... Generator Loss: 0.8064 Epoch 2/8... Discriminator Loss: 1.3613... Generator Loss: 0.8249 Epoch 2/8... Discriminator Loss: 1.3522... Generator Loss: 0.7312 Epoch 2/8... Discriminator Loss: 1.3682... Generator Loss: 0.8208 Epoch 2/8... Discriminator Loss: 1.3951... Generator Loss: 0.7839 Epoch 2/8... Discriminator Loss: 1.3743... Generator Loss: 0.7205 Epoch 2/8... Discriminator Loss: 1.3669... Generator Loss: 0.7843 Epoch 2/8... Discriminator Loss: 1.4335... Generator Loss: 0.6884 Epoch 2/8... Discriminator Loss: 1.3531... Generator Loss: 0.7863 Epoch 2/8... Discriminator Loss: 1.3548... Generator Loss: 0.7217 Epoch 2/8... Discriminator Loss: 1.3797... Generator Loss: 0.8176 Epoch 2/8... Discriminator Loss: 1.3683... Generator Loss: 0.7719 Epoch 2/8... Discriminator Loss: 1.3483... Generator Loss: 0.7846 Epoch 2/8... Discriminator Loss: 1.4212... Generator Loss: 0.8562 Epoch 2/8... Discriminator Loss: 1.4213... Generator Loss: 0.7029 Epoch 2/8... Discriminator Loss: 1.3581... Generator Loss: 0.7914 Epoch 2/8... Discriminator Loss: 1.3939... Generator Loss: 0.7460
Epoch 2/8... Discriminator Loss: 1.3632... Generator Loss: 0.7497 Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7449 Epoch 2/8... Discriminator Loss: 1.4227... Generator Loss: 0.6760 Epoch 2/8... Discriminator Loss: 1.3834... Generator Loss: 0.9316 Epoch 2/8... Discriminator Loss: 1.4102... Generator Loss: 0.5930 Epoch 2/8... Discriminator Loss: 1.3971... Generator Loss: 0.8037 Epoch 2/8... Discriminator Loss: 1.3511... Generator Loss: 0.7756 Epoch 2/8... Discriminator Loss: 1.3943... Generator Loss: 0.7238 Epoch 2/8... Discriminator Loss: 1.3671... Generator Loss: 0.7523 Epoch 2/8... Discriminator Loss: 1.3640... Generator Loss: 0.7118 Epoch 2/8... Discriminator Loss: 1.2334... Generator Loss: 0.9938 Epoch 2/8... Discriminator Loss: 1.3658... Generator Loss: 0.7130 Epoch 2/8... Discriminator Loss: 1.3039... Generator Loss: 0.7923 Epoch 2/8... Discriminator Loss: 1.3996... Generator Loss: 0.6944 Epoch 2/8... Discriminator Loss: 1.3649... Generator Loss: 0.8041 Epoch 2/8... Discriminator Loss: 1.3604... Generator Loss: 0.7971 Epoch 2/8... Discriminator Loss: 1.3825... Generator Loss: 0.6780 Epoch 2/8... Discriminator Loss: 1.3967... Generator Loss: 0.7505 Epoch 2/8... Discriminator Loss: 1.3875... Generator Loss: 0.8679 Epoch 2/8... Discriminator Loss: 1.3731... Generator Loss: 0.7191
Epoch 2/8... Discriminator Loss: 1.4044... Generator Loss: 0.7511 Epoch 2/8... Discriminator Loss: 1.4147... Generator Loss: 0.6589 Epoch 2/8... Discriminator Loss: 1.3843... Generator Loss: 0.6572 Epoch 2/8... Discriminator Loss: 1.3571... Generator Loss: 0.7830 Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.7856 Epoch 2/8... Discriminator Loss: 1.4050... Generator Loss: 0.6429 Epoch 2/8... Discriminator Loss: 1.4156... Generator Loss: 0.6564 Epoch 2/8... Discriminator Loss: 1.3718... Generator Loss: 0.7793 Epoch 2/8... Discriminator Loss: 1.3600... Generator Loss: 0.6851 Epoch 2/8... Discriminator Loss: 1.4425... Generator Loss: 0.6542 Epoch 2/8... Discriminator Loss: 1.3766... Generator Loss: 0.7716 Epoch 2/8... Discriminator Loss: 1.3851... Generator Loss: 0.7356 Epoch 2/8... Discriminator Loss: 1.3704... Generator Loss: 0.7459 Epoch 2/8... Discriminator Loss: 1.3778... Generator Loss: 0.7605 Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.7455 Epoch 2/8... Discriminator Loss: 1.3885... Generator Loss: 0.7592 Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.7440 Epoch 2/8... Discriminator Loss: 1.3951... Generator Loss: 0.6844 Epoch 2/8... Discriminator Loss: 1.3324... Generator Loss: 0.8985 Epoch 2/8... Discriminator Loss: 1.4172... Generator Loss: 0.6717
Epoch 2/8... Discriminator Loss: 1.3529... Generator Loss: 0.7201 Epoch 2/8... Discriminator Loss: 1.3614... Generator Loss: 0.7927 Epoch 2/8... Discriminator Loss: 1.3863... Generator Loss: 0.6742 Epoch 2/8... Discriminator Loss: 1.3899... Generator Loss: 0.6817 Epoch 2/8... Discriminator Loss: 1.3772... Generator Loss: 0.8286 Epoch 2/8... Discriminator Loss: 1.3697... Generator Loss: 0.7295 Epoch 2/8... Discriminator Loss: 1.3193... Generator Loss: 0.8796 Epoch 2/8... Discriminator Loss: 1.3931... Generator Loss: 0.7598 Epoch 2/8... Discriminator Loss: 1.4055... Generator Loss: 0.6726 Epoch 2/8... Discriminator Loss: 1.3532... Generator Loss: 0.7213 Epoch 2/8... Discriminator Loss: 1.3837... Generator Loss: 0.7370 Epoch 2/8... Discriminator Loss: 1.3716... Generator Loss: 0.7039 Epoch 2/8... Discriminator Loss: 1.3966... Generator Loss: 0.7102 Epoch 2/8... Discriminator Loss: 1.4313... Generator Loss: 0.7923 Epoch 2/8... Discriminator Loss: 1.4299... Generator Loss: 0.6726 Epoch 2/8... Discriminator Loss: 1.3709... Generator Loss: 1.0399 Epoch 2/8... Discriminator Loss: 1.3944... Generator Loss: 0.6770 Epoch 2/8... Discriminator Loss: 1.3668... Generator Loss: 0.7392 Epoch 2/8... Discriminator Loss: 1.3706... Generator Loss: 0.7397 Epoch 2/8... Discriminator Loss: 1.4861... Generator Loss: 0.5705
Epoch 2/8... Discriminator Loss: 1.4323... Generator Loss: 0.7625 Epoch 2/8... Discriminator Loss: 1.3569... Generator Loss: 0.7842 Epoch 2/8... Discriminator Loss: 1.3808... Generator Loss: 0.7974 Epoch 2/8... Discriminator Loss: 1.3702... Generator Loss: 0.7863 Epoch 2/8... Discriminator Loss: 1.4130... Generator Loss: 0.7452 Epoch 2/8... Discriminator Loss: 1.3839... Generator Loss: 0.7767 Epoch 2/8... Discriminator Loss: 1.3624... Generator Loss: 0.7075 Epoch 2/8... Discriminator Loss: 1.3692... Generator Loss: 0.7551 Epoch 2/8... Discriminator Loss: 1.3742... Generator Loss: 0.8165 Epoch 2/8... Discriminator Loss: 1.4330... Generator Loss: 0.6496 Epoch 2/8... Discriminator Loss: 1.3905... Generator Loss: 0.7348 Epoch 2/8... Discriminator Loss: 1.4299... Generator Loss: 0.6873 Epoch 2/8... Discriminator Loss: 1.4194... Generator Loss: 0.6843 Epoch 2/8... Discriminator Loss: 1.4058... Generator Loss: 0.7224 Epoch 2/8... Discriminator Loss: 1.4453... Generator Loss: 0.7386 Epoch 2/8... Discriminator Loss: 1.3552... Generator Loss: 0.7811 Epoch 2/8... Discriminator Loss: 1.3963... Generator Loss: 0.6992 Epoch 2/8... Discriminator Loss: 1.3705... Generator Loss: 0.8331 Epoch 2/8... Discriminator Loss: 1.4232... Generator Loss: 0.7159 Epoch 2/8... Discriminator Loss: 1.3529... Generator Loss: 0.7478
Epoch 2/8... Discriminator Loss: 1.3591... Generator Loss: 0.7502 Epoch 2/8... Discriminator Loss: 1.4134... Generator Loss: 0.7240 Epoch 2/8... Discriminator Loss: 1.3529... Generator Loss: 0.7815 Epoch 2/8... Discriminator Loss: 1.3783... Generator Loss: 0.7782 Epoch 2/8... Discriminator Loss: 1.3837... Generator Loss: 0.7387 Epoch 2/8... Discriminator Loss: 1.4091... Generator Loss: 0.7168 Epoch 2/8... Discriminator Loss: 1.4354... Generator Loss: 0.6742 Epoch 2/8... Discriminator Loss: 1.3799... Generator Loss: 0.7920 Epoch 2/8... Discriminator Loss: 1.4375... Generator Loss: 0.6984 Epoch 2/8... Discriminator Loss: 1.3692... Generator Loss: 0.7538 Epoch 2/8... Discriminator Loss: 1.4143... Generator Loss: 0.7269 Epoch 2/8... Discriminator Loss: 1.3659... Generator Loss: 0.8071 Epoch 2/8... Discriminator Loss: 1.4061... Generator Loss: 0.6710 Epoch 2/8... Discriminator Loss: 1.4261... Generator Loss: 1.0098 Epoch 2/8... Discriminator Loss: 1.4552... Generator Loss: 0.6738 Epoch 2/8... Discriminator Loss: 1.4288... Generator Loss: 0.7374 Epoch 2/8... Discriminator Loss: 1.3847... Generator Loss: 0.7724 Epoch 2/8... Discriminator Loss: 1.4031... Generator Loss: 0.6948 Epoch 2/8... Discriminator Loss: 1.3579... Generator Loss: 0.8387 Epoch 2/8... Discriminator Loss: 1.3784... Generator Loss: 0.7620
Epoch 2/8... Discriminator Loss: 1.3434... Generator Loss: 0.7025 Epoch 2/8... Discriminator Loss: 1.3597... Generator Loss: 0.8062 Epoch 2/8... Discriminator Loss: 1.4438... Generator Loss: 0.6627 Epoch 2/8... Discriminator Loss: 1.4020... Generator Loss: 0.7463 Epoch 2/8... Discriminator Loss: 1.3606... Generator Loss: 0.7439 Epoch 2/8... Discriminator Loss: 1.3798... Generator Loss: 0.7761 Epoch 2/8... Discriminator Loss: 1.4146... Generator Loss: 0.6407 Epoch 2/8... Discriminator Loss: 1.3848... Generator Loss: 0.7271 Epoch 2/8... Discriminator Loss: 1.3629... Generator Loss: 0.7298 Epoch 2/8... Discriminator Loss: 1.4223... Generator Loss: 0.7485 Epoch 2/8... Discriminator Loss: 1.4145... Generator Loss: 0.6645 Epoch 2/8... Discriminator Loss: 1.3643... Generator Loss: 0.7695 Epoch 2/8... Discriminator Loss: 1.3854... Generator Loss: 0.7836 Epoch 2/8... Discriminator Loss: 1.3512... Generator Loss: 0.8672 Epoch 2/8... Discriminator Loss: 1.3972... Generator Loss: 0.7379 Epoch 2/8... Discriminator Loss: 1.4147... Generator Loss: 0.7039 Epoch 2/8... Discriminator Loss: 1.3666... Generator Loss: 0.6718 Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.7935 Epoch 2/8... Discriminator Loss: 1.3908... Generator Loss: 0.6503 Epoch 2/8... Discriminator Loss: 1.3760... Generator Loss: 0.7097
Epoch 2/8... Discriminator Loss: 1.4425... Generator Loss: 0.6539 Epoch 2/8... Discriminator Loss: 1.3868... Generator Loss: 0.6930 Epoch 2/8... Discriminator Loss: 1.3906... Generator Loss: 0.7555 Epoch 2/8... Discriminator Loss: 1.3626... Generator Loss: 0.7671 Epoch 2/8... Discriminator Loss: 1.3791... Generator Loss: 0.7861 Epoch 2/8... Discriminator Loss: 1.4605... Generator Loss: 0.6743 Epoch 2/8... Discriminator Loss: 1.3864... Generator Loss: 0.8013 Epoch 2/8... Discriminator Loss: 1.4065... Generator Loss: 0.7477 Epoch 2/8... Discriminator Loss: 1.4003... Generator Loss: 0.7685 Epoch 2/8... Discriminator Loss: 1.3791... Generator Loss: 0.7342 Epoch 2/8... Discriminator Loss: 1.4349... Generator Loss: 0.7356 Epoch 2/8... Discriminator Loss: 1.3925... Generator Loss: 0.6979 Epoch 2/8... Discriminator Loss: 1.4053... Generator Loss: 0.7571 Epoch 2/8... Discriminator Loss: 1.3979... Generator Loss: 0.8221 Epoch 2/8... Discriminator Loss: 1.3580... Generator Loss: 0.7434 Epoch 2/8... Discriminator Loss: 1.3808... Generator Loss: 0.6937 Epoch 2/8... Discriminator Loss: 1.3650... Generator Loss: 0.7457 Epoch 2/8... Discriminator Loss: 1.3462... Generator Loss: 0.7812 Epoch 2/8... Discriminator Loss: 1.3783... Generator Loss: 0.7621 Epoch 2/8... Discriminator Loss: 1.3920... Generator Loss: 0.7815
Epoch 2/8... Discriminator Loss: 1.4254... Generator Loss: 0.6727 Epoch 2/8... Discriminator Loss: 1.3341... Generator Loss: 0.7527 Epoch 2/8... Discriminator Loss: 1.3567... Generator Loss: 0.7849 Epoch 2/8... Discriminator Loss: 1.4111... Generator Loss: 0.6836 Epoch 2/8... Discriminator Loss: 1.3890... Generator Loss: 0.7405 Epoch 2/8... Discriminator Loss: 1.3915... Generator Loss: 0.7445 Epoch 2/8... Discriminator Loss: 1.4339... Generator Loss: 0.6706 Epoch 2/8... Discriminator Loss: 1.3485... Generator Loss: 0.7753 Epoch 2/8... Discriminator Loss: 1.4206... Generator Loss: 0.7420 Epoch 2/8... Discriminator Loss: 1.3236... Generator Loss: 0.7760 Epoch 2/8... Discriminator Loss: 1.4150... Generator Loss: 0.7285 Epoch 2/8... Discriminator Loss: 1.3748... Generator Loss: 0.7204 Epoch 2/8... Discriminator Loss: 1.4016... Generator Loss: 0.8297 Epoch 2/8... Discriminator Loss: 1.3764... Generator Loss: 0.7591 Epoch 2/8... Discriminator Loss: 1.3578... Generator Loss: 0.7519 Epoch 2/8... Discriminator Loss: 1.4016... Generator Loss: 0.7439 Epoch 2/8... Discriminator Loss: 1.3712... Generator Loss: 0.8026 Epoch 2/8... Discriminator Loss: 1.3950... Generator Loss: 0.6718 Epoch 2/8... Discriminator Loss: 1.4409... Generator Loss: 0.7528 Epoch 2/8... Discriminator Loss: 1.4248... Generator Loss: 0.7376
Epoch 2/8... Discriminator Loss: 1.3513... Generator Loss: 0.7925 Epoch 2/8... Discriminator Loss: 1.3740... Generator Loss: 0.7755 Epoch 2/8... Discriminator Loss: 1.3789... Generator Loss: 0.6950 Epoch 2/8... Discriminator Loss: 1.4097... Generator Loss: 0.7976 Epoch 2/8... Discriminator Loss: 1.4170... Generator Loss: 0.5990 Epoch 2/8... Discriminator Loss: 1.4134... Generator Loss: 0.7865 Epoch 3/8... Discriminator Loss: 1.4115... Generator Loss: 0.6661 Epoch 3/8... Discriminator Loss: 1.4045... Generator Loss: 0.7968 Epoch 3/8... Discriminator Loss: 1.4836... Generator Loss: 0.6065 Epoch 3/8... Discriminator Loss: 1.4239... Generator Loss: 0.7348 Epoch 3/8... Discriminator Loss: 1.4150... Generator Loss: 0.6658 Epoch 3/8... Discriminator Loss: 1.4321... Generator Loss: 0.6475 Epoch 3/8... Discriminator Loss: 1.3801... Generator Loss: 0.8384 Epoch 3/8... Discriminator Loss: 1.3591... Generator Loss: 0.7729 Epoch 3/8... Discriminator Loss: 1.4057... Generator Loss: 0.6746 Epoch 3/8... Discriminator Loss: 1.4171... Generator Loss: 0.7714 Epoch 3/8... Discriminator Loss: 1.4319... Generator Loss: 0.6957 Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.7466 Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.7561 Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.7483
Epoch 3/8... Discriminator Loss: 1.3544... Generator Loss: 0.8122 Epoch 3/8... Discriminator Loss: 1.4059... Generator Loss: 0.6617 Epoch 3/8... Discriminator Loss: 1.3888... Generator Loss: 0.8013 Epoch 3/8... Discriminator Loss: 1.4061... Generator Loss: 0.6817 Epoch 3/8... Discriminator Loss: 1.3766... Generator Loss: 0.7699 Epoch 3/8... Discriminator Loss: 1.4161... Generator Loss: 0.6175 Epoch 3/8... Discriminator Loss: 1.4332... Generator Loss: 0.8766 Epoch 3/8... Discriminator Loss: 1.3947... Generator Loss: 0.6627 Epoch 3/8... Discriminator Loss: 1.4093... Generator Loss: 0.7324 Epoch 3/8... Discriminator Loss: 1.3640... Generator Loss: 0.7456 Epoch 3/8... Discriminator Loss: 1.4289... Generator Loss: 0.7802 Epoch 3/8... Discriminator Loss: 1.3783... Generator Loss: 0.7288 Epoch 3/8... Discriminator Loss: 1.3628... Generator Loss: 0.8048 Epoch 3/8... Discriminator Loss: 1.3880... Generator Loss: 0.7437 Epoch 3/8... Discriminator Loss: 1.3636... Generator Loss: 0.7610 Epoch 3/8... Discriminator Loss: 1.4224... Generator Loss: 0.7383 Epoch 3/8... Discriminator Loss: 1.3670... Generator Loss: 0.7710 Epoch 3/8... Discriminator Loss: 1.4088... Generator Loss: 0.7211 Epoch 3/8... Discriminator Loss: 1.3908... Generator Loss: 0.6435 Epoch 3/8... Discriminator Loss: 1.4273... Generator Loss: 0.7280
Epoch 3/8... Discriminator Loss: 1.3792... Generator Loss: 0.7712 Epoch 3/8... Discriminator Loss: 1.1802... Generator Loss: 1.1607 Epoch 3/8... Discriminator Loss: 1.5350... Generator Loss: 0.6660 Epoch 3/8... Discriminator Loss: 1.4812... Generator Loss: 0.6369 Epoch 3/8... Discriminator Loss: 1.3871... Generator Loss: 0.6844 Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7865 Epoch 3/8... Discriminator Loss: 1.4211... Generator Loss: 0.7493 Epoch 3/8... Discriminator Loss: 1.3487... Generator Loss: 0.8134 Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7164 Epoch 3/8... Discriminator Loss: 1.3734... Generator Loss: 0.7704 Epoch 3/8... Discriminator Loss: 1.4036... Generator Loss: 0.7813 Epoch 3/8... Discriminator Loss: 1.3692... Generator Loss: 0.7571 Epoch 3/8... Discriminator Loss: 1.3923... Generator Loss: 0.7606 Epoch 3/8... Discriminator Loss: 1.3751... Generator Loss: 0.7554 Epoch 3/8... Discriminator Loss: 1.3801... Generator Loss: 0.7023 Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.7132 Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7744 Epoch 3/8... Discriminator Loss: 1.3363... Generator Loss: 0.8436 Epoch 3/8... Discriminator Loss: 1.4200... Generator Loss: 0.7059 Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7696
Epoch 3/8... Discriminator Loss: 1.3713... Generator Loss: 0.7724 Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.7658 Epoch 3/8... Discriminator Loss: 1.4176... Generator Loss: 0.6881 Epoch 3/8... Discriminator Loss: 1.3918... Generator Loss: 0.7586 Epoch 3/8... Discriminator Loss: 1.3718... Generator Loss: 0.7822 Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.7366 Epoch 3/8... Discriminator Loss: 1.3565... Generator Loss: 0.7306 Epoch 3/8... Discriminator Loss: 1.3918... Generator Loss: 0.7517 Epoch 3/8... Discriminator Loss: 1.3955... Generator Loss: 0.7473 Epoch 3/8... Discriminator Loss: 1.3723... Generator Loss: 0.7799 Epoch 3/8... Discriminator Loss: 1.3967... Generator Loss: 0.7409 Epoch 3/8... Discriminator Loss: 1.3657... Generator Loss: 0.7897 Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7401 Epoch 3/8... Discriminator Loss: 1.3733... Generator Loss: 0.7827 Epoch 3/8... Discriminator Loss: 1.4281... Generator Loss: 0.7817 Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.7005 Epoch 3/8... Discriminator Loss: 1.4135... Generator Loss: 0.6940 Epoch 3/8... Discriminator Loss: 1.3654... Generator Loss: 0.7884 Epoch 3/8... Discriminator Loss: 1.3843... Generator Loss: 0.7855 Epoch 3/8... Discriminator Loss: 1.3888... Generator Loss: 0.7753
Epoch 3/8... Discriminator Loss: 1.3528... Generator Loss: 0.7356 Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.8223 Epoch 3/8... Discriminator Loss: 1.4601... Generator Loss: 0.5571 Epoch 3/8... Discriminator Loss: 1.4358... Generator Loss: 0.9650 Epoch 3/8... Discriminator Loss: 1.3852... Generator Loss: 0.7648 Epoch 3/8... Discriminator Loss: 1.4067... Generator Loss: 0.7358 Epoch 3/8... Discriminator Loss: 1.3971... Generator Loss: 0.7582 Epoch 3/8... Discriminator Loss: 1.4033... Generator Loss: 0.6967 Epoch 3/8... Discriminator Loss: 1.3985... Generator Loss: 0.7613 Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7399 Epoch 3/8... Discriminator Loss: 1.3555... Generator Loss: 0.7554 Epoch 3/8... Discriminator Loss: 1.3424... Generator Loss: 0.7474 Epoch 3/8... Discriminator Loss: 1.3863... Generator Loss: 0.7898 Epoch 3/8... Discriminator Loss: 1.3524... Generator Loss: 0.7867 Epoch 3/8... Discriminator Loss: 1.3623... Generator Loss: 0.7425 Epoch 3/8... Discriminator Loss: 1.4052... Generator Loss: 0.7809 Epoch 3/8... Discriminator Loss: 1.3957... Generator Loss: 0.7063 Epoch 3/8... Discriminator Loss: 1.4157... Generator Loss: 0.7399 Epoch 3/8... Discriminator Loss: 1.3693... Generator Loss: 0.7314 Epoch 3/8... Discriminator Loss: 1.4153... Generator Loss: 0.7113
Epoch 3/8... Discriminator Loss: 1.3547... Generator Loss: 0.7555 Epoch 3/8... Discriminator Loss: 1.3969... Generator Loss: 0.7821 Epoch 3/8... Discriminator Loss: 1.4142... Generator Loss: 0.7719 Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.7391 Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.7510 Epoch 3/8... Discriminator Loss: 1.4089... Generator Loss: 0.8050 Epoch 3/8... Discriminator Loss: 1.4180... Generator Loss: 0.7809 Epoch 3/8... Discriminator Loss: 1.3596... Generator Loss: 0.7733 Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.7814 Epoch 3/8... Discriminator Loss: 1.3601... Generator Loss: 0.7821 Epoch 3/8... Discriminator Loss: 1.3647... Generator Loss: 0.7605 Epoch 3/8... Discriminator Loss: 1.3868... Generator Loss: 0.7407 Epoch 3/8... Discriminator Loss: 1.3750... Generator Loss: 0.7677 Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.7509 Epoch 3/8... Discriminator Loss: 1.3362... Generator Loss: 0.7882 Epoch 3/8... Discriminator Loss: 1.4008... Generator Loss: 0.7679 Epoch 3/8... Discriminator Loss: 1.3466... Generator Loss: 0.8155 Epoch 3/8... Discriminator Loss: 1.3842... Generator Loss: 0.7464 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7567 Epoch 3/8... Discriminator Loss: 1.4050... Generator Loss: 0.7255
Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.6915 Epoch 3/8... Discriminator Loss: 1.4267... Generator Loss: 0.6642 Epoch 3/8... Discriminator Loss: 1.3723... Generator Loss: 0.7355 Epoch 3/8... Discriminator Loss: 1.3694... Generator Loss: 0.7845 Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.6993 Epoch 3/8... Discriminator Loss: 1.3686... Generator Loss: 0.7550 Epoch 3/8... Discriminator Loss: 1.4165... Generator Loss: 0.7290 Epoch 3/8... Discriminator Loss: 1.4177... Generator Loss: 0.6838 Epoch 3/8... Discriminator Loss: 1.4359... Generator Loss: 0.7167 Epoch 3/8... Discriminator Loss: 1.3693... Generator Loss: 0.6438 Epoch 3/8... Discriminator Loss: 1.3698... Generator Loss: 0.7163 Epoch 3/8... Discriminator Loss: 1.3864... Generator Loss: 0.7542 Epoch 3/8... Discriminator Loss: 1.3826... Generator Loss: 0.7469 Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.6893 Epoch 3/8... Discriminator Loss: 1.4043... Generator Loss: 0.7154 Epoch 3/8... Discriminator Loss: 1.3553... Generator Loss: 0.7456 Epoch 3/8... Discriminator Loss: 1.3869... Generator Loss: 0.7043 Epoch 3/8... Discriminator Loss: 1.3582... Generator Loss: 0.8088 Epoch 3/8... Discriminator Loss: 1.4141... Generator Loss: 0.7147 Epoch 3/8... Discriminator Loss: 1.3502... Generator Loss: 0.7660
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7783 Epoch 3/8... Discriminator Loss: 1.3668... Generator Loss: 0.7493 Epoch 3/8... Discriminator Loss: 1.3800... Generator Loss: 0.7746 Epoch 3/8... Discriminator Loss: 1.3481... Generator Loss: 0.7615 Epoch 3/8... Discriminator Loss: 1.3696... Generator Loss: 0.8070 Epoch 3/8... Discriminator Loss: 1.3803... Generator Loss: 0.7747 Epoch 3/8... Discriminator Loss: 1.4185... Generator Loss: 0.6997 Epoch 3/8... Discriminator Loss: 1.4014... Generator Loss: 0.7678 Epoch 3/8... Discriminator Loss: 1.3997... Generator Loss: 0.7866 Epoch 3/8... Discriminator Loss: 1.3509... Generator Loss: 0.7851 Epoch 3/8... Discriminator Loss: 1.2927... Generator Loss: 0.9063 Epoch 3/8... Discriminator Loss: 1.4026... Generator Loss: 0.6525 Epoch 3/8... Discriminator Loss: 1.3732... Generator Loss: 0.7284 Epoch 3/8... Discriminator Loss: 1.3869... Generator Loss: 0.7844 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7406 Epoch 3/8... Discriminator Loss: 1.3972... Generator Loss: 0.6961 Epoch 3/8... Discriminator Loss: 1.3555... Generator Loss: 0.8035 Epoch 3/8... Discriminator Loss: 1.4274... Generator Loss: 0.6941 Epoch 3/8... Discriminator Loss: 1.3500... Generator Loss: 0.8035 Epoch 3/8... Discriminator Loss: 1.4799... Generator Loss: 0.5437
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.8586 Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.6924 Epoch 3/8... Discriminator Loss: 1.3996... Generator Loss: 0.6845 Epoch 3/8... Discriminator Loss: 1.3943... Generator Loss: 0.7802 Epoch 3/8... Discriminator Loss: 1.4216... Generator Loss: 0.7178 Epoch 3/8... Discriminator Loss: 1.3703... Generator Loss: 0.7641 Epoch 3/8... Discriminator Loss: 1.3895... Generator Loss: 0.7603 Epoch 3/8... Discriminator Loss: 1.3986... Generator Loss: 0.6835 Epoch 3/8... Discriminator Loss: 1.3855... Generator Loss: 0.7442 Epoch 3/8... Discriminator Loss: 1.3341... Generator Loss: 0.8214 Epoch 3/8... Discriminator Loss: 1.3417... Generator Loss: 0.8020 Epoch 3/8... Discriminator Loss: 1.4085... Generator Loss: 0.6919 Epoch 3/8... Discriminator Loss: 1.4067... Generator Loss: 0.7491 Epoch 3/8... Discriminator Loss: 1.3891... Generator Loss: 0.7237 Epoch 3/8... Discriminator Loss: 1.3773... Generator Loss: 0.7649 Epoch 3/8... Discriminator Loss: 1.3863... Generator Loss: 0.7956 Epoch 3/8... Discriminator Loss: 1.3976... Generator Loss: 0.7169 Epoch 3/8... Discriminator Loss: 1.3940... Generator Loss: 0.7906 Epoch 3/8... Discriminator Loss: 1.3866... Generator Loss: 0.7519 Epoch 3/8... Discriminator Loss: 1.3953... Generator Loss: 0.7177
Epoch 3/8... Discriminator Loss: 1.3674... Generator Loss: 0.8372 Epoch 3/8... Discriminator Loss: 1.4125... Generator Loss: 0.7135 Epoch 3/8... Discriminator Loss: 1.3693... Generator Loss: 0.7634 Epoch 3/8... Discriminator Loss: 1.3851... Generator Loss: 0.7310 Epoch 3/8... Discriminator Loss: 1.3595... Generator Loss: 0.7717 Epoch 3/8... Discriminator Loss: 1.3635... Generator Loss: 0.7482 Epoch 3/8... Discriminator Loss: 1.4774... Generator Loss: 0.7578 Epoch 3/8... Discriminator Loss: 1.4139... Generator Loss: 0.7200 Epoch 3/8... Discriminator Loss: 1.4029... Generator Loss: 0.7280 Epoch 3/8... Discriminator Loss: 1.3846... Generator Loss: 0.7430 Epoch 3/8... Discriminator Loss: 1.3621... Generator Loss: 0.7841 Epoch 3/8... Discriminator Loss: 1.4002... Generator Loss: 0.7164 Epoch 3/8... Discriminator Loss: 1.3543... Generator Loss: 0.7857 Epoch 3/8... Discriminator Loss: 1.3950... Generator Loss: 0.7122 Epoch 3/8... Discriminator Loss: 1.3934... Generator Loss: 0.7940 Epoch 3/8... Discriminator Loss: 1.3806... Generator Loss: 0.7148 Epoch 3/8... Discriminator Loss: 1.4283... Generator Loss: 0.7592 Epoch 3/8... Discriminator Loss: 1.4277... Generator Loss: 0.5962 Epoch 3/8... Discriminator Loss: 1.3807... Generator Loss: 0.7833 Epoch 3/8... Discriminator Loss: 1.3123... Generator Loss: 0.8199
Epoch 3/8... Discriminator Loss: 1.3823... Generator Loss: 0.7808 Epoch 3/8... Discriminator Loss: 1.4233... Generator Loss: 0.6954 Epoch 3/8... Discriminator Loss: 1.4255... Generator Loss: 0.7137 Epoch 3/8... Discriminator Loss: 1.4020... Generator Loss: 0.7168 Epoch 3/8... Discriminator Loss: 1.3756... Generator Loss: 0.7340 Epoch 3/8... Discriminator Loss: 1.4228... Generator Loss: 0.7170 Epoch 3/8... Discriminator Loss: 1.3552... Generator Loss: 0.7867 Epoch 3/8... Discriminator Loss: 1.4219... Generator Loss: 0.6925 Epoch 3/8... Discriminator Loss: 1.4148... Generator Loss: 0.7877 Epoch 3/8... Discriminator Loss: 1.4060... Generator Loss: 0.7678 Epoch 3/8... Discriminator Loss: 1.4014... Generator Loss: 0.7186 Epoch 3/8... Discriminator Loss: 1.4037... Generator Loss: 0.7406 Epoch 3/8... Discriminator Loss: 1.3683... Generator Loss: 0.6896 Epoch 3/8... Discriminator Loss: 1.3960... Generator Loss: 0.7400 Epoch 3/8... Discriminator Loss: 1.4167... Generator Loss: 0.7002 Epoch 3/8... Discriminator Loss: 1.3874... Generator Loss: 0.7766 Epoch 3/8... Discriminator Loss: 1.3980... Generator Loss: 0.7065 Epoch 3/8... Discriminator Loss: 1.3992... Generator Loss: 0.7846 Epoch 3/8... Discriminator Loss: 1.4084... Generator Loss: 0.7815 Epoch 3/8... Discriminator Loss: 1.3712... Generator Loss: 0.7036
Epoch 3/8... Discriminator Loss: 1.3856... Generator Loss: 0.7838 Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.8042 Epoch 3/8... Discriminator Loss: 1.3886... Generator Loss: 0.7091 Epoch 3/8... Discriminator Loss: 1.3637... Generator Loss: 0.7504 Epoch 3/8... Discriminator Loss: 1.3830... Generator Loss: 0.7339 Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7508 Epoch 3/8... Discriminator Loss: 1.3722... Generator Loss: 0.7440 Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.8238 Epoch 3/8... Discriminator Loss: 1.3858... Generator Loss: 0.7267 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.8094 Epoch 3/8... Discriminator Loss: 1.4003... Generator Loss: 0.8021 Epoch 3/8... Discriminator Loss: 1.4110... Generator Loss: 0.6705 Epoch 3/8... Discriminator Loss: 1.4021... Generator Loss: 0.8314 Epoch 3/8... Discriminator Loss: 1.4233... Generator Loss: 0.6267 Epoch 3/8... Discriminator Loss: 1.4261... Generator Loss: 0.7567 Epoch 3/8... Discriminator Loss: 1.3779... Generator Loss: 0.7049 Epoch 3/8... Discriminator Loss: 1.3857... Generator Loss: 0.7404 Epoch 3/8... Discriminator Loss: 1.3930... Generator Loss: 0.7496 Epoch 3/8... Discriminator Loss: 1.4233... Generator Loss: 0.7508 Epoch 3/8... Discriminator Loss: 1.4175... Generator Loss: 0.7358
Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7481 Epoch 3/8... Discriminator Loss: 1.3945... Generator Loss: 0.7435 Epoch 3/8... Discriminator Loss: 1.3790... Generator Loss: 0.7369 Epoch 3/8... Discriminator Loss: 1.3654... Generator Loss: 0.7498 Epoch 3/8... Discriminator Loss: 1.3697... Generator Loss: 0.7094 Epoch 3/8... Discriminator Loss: 1.3959... Generator Loss: 0.7649 Epoch 3/8... Discriminator Loss: 1.4477... Generator Loss: 0.6325 Epoch 3/8... Discriminator Loss: 1.3756... Generator Loss: 0.8149 Epoch 3/8... Discriminator Loss: 1.3919... Generator Loss: 0.7587 Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.6775 Epoch 3/8... Discriminator Loss: 1.4054... Generator Loss: 0.8321 Epoch 3/8... Discriminator Loss: 1.4002... Generator Loss: 0.7355 Epoch 3/8... Discriminator Loss: 1.3879... Generator Loss: 0.7735 Epoch 3/8... Discriminator Loss: 1.3758... Generator Loss: 0.7819 Epoch 3/8... Discriminator Loss: 1.3884... Generator Loss: 0.7290 Epoch 3/8... Discriminator Loss: 1.3790... Generator Loss: 0.7878 Epoch 3/8... Discriminator Loss: 1.3908... Generator Loss: 0.7595 Epoch 3/8... Discriminator Loss: 1.3841... Generator Loss: 0.7496 Epoch 3/8... Discriminator Loss: 1.4217... Generator Loss: 0.7137 Epoch 3/8... Discriminator Loss: 1.3894... Generator Loss: 0.7732
Epoch 3/8... Discriminator Loss: 1.3949... Generator Loss: 0.7525 Epoch 3/8... Discriminator Loss: 1.3692... Generator Loss: 0.7632 Epoch 3/8... Discriminator Loss: 1.4039... Generator Loss: 0.7578 Epoch 3/8... Discriminator Loss: 1.3924... Generator Loss: 0.7200 Epoch 3/8... Discriminator Loss: 1.4185... Generator Loss: 0.9014 Epoch 3/8... Discriminator Loss: 1.3644... Generator Loss: 0.7101 Epoch 3/8... Discriminator Loss: 1.4196... Generator Loss: 0.6956 Epoch 3/8... Discriminator Loss: 1.3983... Generator Loss: 0.7379 Epoch 3/8... Discriminator Loss: 1.3704... Generator Loss: 0.7735 Epoch 3/8... Discriminator Loss: 1.4185... Generator Loss: 0.7285 Epoch 3/8... Discriminator Loss: 1.4180... Generator Loss: 0.7119 Epoch 3/8... Discriminator Loss: 1.4021... Generator Loss: 0.6794 Epoch 3/8... Discriminator Loss: 1.3869... Generator Loss: 0.7575 Epoch 3/8... Discriminator Loss: 1.3405... Generator Loss: 0.7390 Epoch 3/8... Discriminator Loss: 1.3871... Generator Loss: 0.8035 Epoch 3/8... Discriminator Loss: 1.4205... Generator Loss: 0.6663 Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.8209 Epoch 3/8... Discriminator Loss: 1.4133... Generator Loss: 0.7685 Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7288 Epoch 3/8... Discriminator Loss: 1.4250... Generator Loss: 0.7534
Epoch 3/8... Discriminator Loss: 1.3511... Generator Loss: 0.7693 Epoch 3/8... Discriminator Loss: 1.4096... Generator Loss: 0.7552 Epoch 3/8... Discriminator Loss: 1.3861... Generator Loss: 0.8146 Epoch 3/8... Discriminator Loss: 1.4319... Generator Loss: 0.7064 Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.7259 Epoch 3/8... Discriminator Loss: 1.4012... Generator Loss: 0.7034 Epoch 3/8... Discriminator Loss: 1.3750... Generator Loss: 0.8181 Epoch 3/8... Discriminator Loss: 1.3749... Generator Loss: 0.7629 Epoch 3/8... Discriminator Loss: 1.3890... Generator Loss: 0.7893 Epoch 3/8... Discriminator Loss: 1.3820... Generator Loss: 0.7327 Epoch 3/8... Discriminator Loss: 1.4167... Generator Loss: 0.7192 Epoch 3/8... Discriminator Loss: 1.3880... Generator Loss: 0.7623 Epoch 3/8... Discriminator Loss: 1.3429... Generator Loss: 0.7895 Epoch 3/8... Discriminator Loss: 1.4011... Generator Loss: 0.8061 Epoch 3/8... Discriminator Loss: 1.4022... Generator Loss: 0.6913 Epoch 3/8... Discriminator Loss: 1.3792... Generator Loss: 0.8157 Epoch 3/8... Discriminator Loss: 1.3884... Generator Loss: 0.7264 Epoch 3/8... Discriminator Loss: 1.4245... Generator Loss: 0.7636 Epoch 3/8... Discriminator Loss: 1.3849... Generator Loss: 0.7363 Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7282
Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.7662 Epoch 3/8... Discriminator Loss: 1.3890... Generator Loss: 0.6888 Epoch 3/8... Discriminator Loss: 1.4094... Generator Loss: 0.6968 Epoch 3/8... Discriminator Loss: 1.3661... Generator Loss: 0.7898 Epoch 3/8... Discriminator Loss: 1.3813... Generator Loss: 0.7806 Epoch 3/8... Discriminator Loss: 1.3728... Generator Loss: 0.8442 Epoch 3/8... Discriminator Loss: 1.4088... Generator Loss: 0.6854 Epoch 3/8... Discriminator Loss: 1.4110... Generator Loss: 0.7582 Epoch 3/8... Discriminator Loss: 1.3782... Generator Loss: 0.7862 Epoch 3/8... Discriminator Loss: 1.3982... Generator Loss: 0.7646 Epoch 3/8... Discriminator Loss: 1.3848... Generator Loss: 0.7992 Epoch 3/8... Discriminator Loss: 1.4096... Generator Loss: 0.7085 Epoch 3/8... Discriminator Loss: 1.3972... Generator Loss: 0.7115 Epoch 3/8... Discriminator Loss: 1.4074... Generator Loss: 0.7057 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.8061 Epoch 3/8... Discriminator Loss: 1.4268... Generator Loss: 0.7060 Epoch 3/8... Discriminator Loss: 1.4077... Generator Loss: 0.6917 Epoch 3/8... Discriminator Loss: 1.3881... Generator Loss: 0.7381 Epoch 3/8... Discriminator Loss: 1.4220... Generator Loss: 0.7312 Epoch 3/8... Discriminator Loss: 1.4175... Generator Loss: 0.6729
Epoch 3/8... Discriminator Loss: 1.3981... Generator Loss: 0.7573 Epoch 3/8... Discriminator Loss: 1.4021... Generator Loss: 0.7667 Epoch 3/8... Discriminator Loss: 1.4435... Generator Loss: 0.7472 Epoch 3/8... Discriminator Loss: 1.3964... Generator Loss: 0.6848 Epoch 3/8... Discriminator Loss: 1.4159... Generator Loss: 0.7184 Epoch 3/8... Discriminator Loss: 1.4044... Generator Loss: 0.7717 Epoch 3/8... Discriminator Loss: 1.3797... Generator Loss: 0.6958 Epoch 3/8... Discriminator Loss: 1.3923... Generator Loss: 0.7877 Epoch 3/8... Discriminator Loss: 1.4054... Generator Loss: 0.7996 Epoch 3/8... Discriminator Loss: 1.3805... Generator Loss: 0.7122 Epoch 3/8... Discriminator Loss: 1.3938... Generator Loss: 0.7271 Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7928 Epoch 3/8... Discriminator Loss: 1.4160... Generator Loss: 0.8951 Epoch 3/8... Discriminator Loss: 1.3736... Generator Loss: 0.7095 Epoch 3/8... Discriminator Loss: 1.4013... Generator Loss: 0.7047 Epoch 3/8... Discriminator Loss: 1.3932... Generator Loss: 0.7253 Epoch 3/8... Discriminator Loss: 1.4352... Generator Loss: 0.7849 Epoch 3/8... Discriminator Loss: 1.3938... Generator Loss: 0.7112 Epoch 3/8... Discriminator Loss: 1.3737... Generator Loss: 0.7811 Epoch 3/8... Discriminator Loss: 1.3861... Generator Loss: 0.8385
Epoch 3/8... Discriminator Loss: 1.3837... Generator Loss: 0.6860 Epoch 3/8... Discriminator Loss: 1.3856... Generator Loss: 0.7159 Epoch 3/8... Discriminator Loss: 1.3962... Generator Loss: 0.7672 Epoch 3/8... Discriminator Loss: 1.3720... Generator Loss: 0.7482 Epoch 3/8... Discriminator Loss: 1.3786... Generator Loss: 0.7859 Epoch 3/8... Discriminator Loss: 1.4096... Generator Loss: 0.7360 Epoch 3/8... Discriminator Loss: 1.3879... Generator Loss: 0.8640 Epoch 3/8... Discriminator Loss: 1.4044... Generator Loss: 0.7646 Epoch 3/8... Discriminator Loss: 1.3823... Generator Loss: 0.7851 Epoch 3/8... Discriminator Loss: 1.3507... Generator Loss: 0.7302 Epoch 3/8... Discriminator Loss: 1.3962... Generator Loss: 0.7565 Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.6853 Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.8143 Epoch 3/8... Discriminator Loss: 1.3998... Generator Loss: 0.7428 Epoch 3/8... Discriminator Loss: 1.4146... Generator Loss: 0.6405 Epoch 3/8... Discriminator Loss: 1.3833... Generator Loss: 0.7699 Epoch 3/8... Discriminator Loss: 1.4022... Generator Loss: 0.6784 Epoch 3/8... Discriminator Loss: 1.3878... Generator Loss: 0.8259 Epoch 3/8... Discriminator Loss: 1.3895... Generator Loss: 0.7052 Epoch 3/8... Discriminator Loss: 1.3991... Generator Loss: 0.6686
Epoch 3/8... Discriminator Loss: 1.3852... Generator Loss: 0.8223 Epoch 3/8... Discriminator Loss: 1.4093... Generator Loss: 0.7100 Epoch 3/8... Discriminator Loss: 1.4117... Generator Loss: 0.7378 Epoch 3/8... Discriminator Loss: 1.3933... Generator Loss: 0.6889 Epoch 3/8... Discriminator Loss: 1.3971... Generator Loss: 0.7299 Epoch 3/8... Discriminator Loss: 1.3941... Generator Loss: 0.7440 Epoch 3/8... Discriminator Loss: 1.4009... Generator Loss: 0.7468 Epoch 3/8... Discriminator Loss: 1.4052... Generator Loss: 0.7558 Epoch 3/8... Discriminator Loss: 1.3363... Generator Loss: 0.7748 Epoch 3/8... Discriminator Loss: 1.3653... Generator Loss: 0.7165 Epoch 3/8... Discriminator Loss: 1.3796... Generator Loss: 0.7268 Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7937 Epoch 3/8... Discriminator Loss: 1.4112... Generator Loss: 0.7294 Epoch 3/8... Discriminator Loss: 1.3639... Generator Loss: 0.7236 Epoch 3/8... Discriminator Loss: 1.3921... Generator Loss: 0.7840 Epoch 3/8... Discriminator Loss: 1.3872... Generator Loss: 0.7538 Epoch 3/8... Discriminator Loss: 1.3780... Generator Loss: 0.7362 Epoch 3/8... Discriminator Loss: 1.3726... Generator Loss: 0.7535 Epoch 3/8... Discriminator Loss: 1.3605... Generator Loss: 0.7464 Epoch 3/8... Discriminator Loss: 1.3987... Generator Loss: 0.7753
Epoch 3/8... Discriminator Loss: 1.3766... Generator Loss: 0.7521 Epoch 3/8... Discriminator Loss: 1.3732... Generator Loss: 0.7615 Epoch 3/8... Discriminator Loss: 1.3356... Generator Loss: 0.7834 Epoch 3/8... Discriminator Loss: 1.4023... Generator Loss: 0.8118 Epoch 3/8... Discriminator Loss: 1.3770... Generator Loss: 0.7281 Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7773 Epoch 3/8... Discriminator Loss: 1.3835... Generator Loss: 0.7138 Epoch 3/8... Discriminator Loss: 1.4065... Generator Loss: 0.7243 Epoch 3/8... Discriminator Loss: 1.3703... Generator Loss: 0.8185 Epoch 3/8... Discriminator Loss: 1.3827... Generator Loss: 0.7484 Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.7753 Epoch 3/8... Discriminator Loss: 1.4157... Generator Loss: 0.6660 Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.7911 Epoch 3/8... Discriminator Loss: 1.3979... Generator Loss: 0.7025 Epoch 3/8... Discriminator Loss: 1.3850... Generator Loss: 0.8088 Epoch 3/8... Discriminator Loss: 1.3784... Generator Loss: 0.8125 Epoch 3/8... Discriminator Loss: 1.3972... Generator Loss: 0.7302 Epoch 3/8... Discriminator Loss: 1.3877... Generator Loss: 0.7898 Epoch 3/8... Discriminator Loss: 1.4139... Generator Loss: 0.6924 Epoch 3/8... Discriminator Loss: 1.4035... Generator Loss: 0.7347
Epoch 3/8... Discriminator Loss: 1.3924... Generator Loss: 0.8183 Epoch 3/8... Discriminator Loss: 1.3911... Generator Loss: 0.7220 Epoch 3/8... Discriminator Loss: 1.3937... Generator Loss: 0.7201 Epoch 3/8... Discriminator Loss: 1.4287... Generator Loss: 0.7283 Epoch 3/8... Discriminator Loss: 1.3935... Generator Loss: 0.6966 Epoch 3/8... Discriminator Loss: 1.4249... Generator Loss: 0.7355 Epoch 3/8... Discriminator Loss: 1.3777... Generator Loss: 0.7386 Epoch 3/8... Discriminator Loss: 1.3643... Generator Loss: 0.8120 Epoch 3/8... Discriminator Loss: 1.3863... Generator Loss: 0.7561 Epoch 3/8... Discriminator Loss: 1.4205... Generator Loss: 0.6924 Epoch 3/8... Discriminator Loss: 1.3931... Generator Loss: 0.7597 Epoch 3/8... Discriminator Loss: 1.3751... Generator Loss: 0.8295 Epoch 3/8... Discriminator Loss: 1.4064... Generator Loss: 0.7441 Epoch 3/8... Discriminator Loss: 1.4127... Generator Loss: 0.7143 Epoch 3/8... Discriminator Loss: 1.3770... Generator Loss: 0.7663 Epoch 3/8... Discriminator Loss: 1.4118... Generator Loss: 0.7633 Epoch 3/8... Discriminator Loss: 1.4005... Generator Loss: 0.7069 Epoch 3/8... Discriminator Loss: 1.3844... Generator Loss: 0.7910 Epoch 3/8... Discriminator Loss: 1.3826... Generator Loss: 0.7486 Epoch 3/8... Discriminator Loss: 1.4226... Generator Loss: 0.7537
Epoch 3/8... Discriminator Loss: 1.3995... Generator Loss: 0.6890 Epoch 3/8... Discriminator Loss: 1.4256... Generator Loss: 0.7463 Epoch 3/8... Discriminator Loss: 1.3935... Generator Loss: 0.7488 Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.7439 Epoch 3/8... Discriminator Loss: 1.4098... Generator Loss: 0.7481 Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7024 Epoch 3/8... Discriminator Loss: 1.3947... Generator Loss: 0.8222 Epoch 3/8... Discriminator Loss: 1.3867... Generator Loss: 0.7353 Epoch 3/8... Discriminator Loss: 1.3851... Generator Loss: 0.7618 Epoch 3/8... Discriminator Loss: 1.3963... Generator Loss: 0.7513 Epoch 3/8... Discriminator Loss: 1.3799... Generator Loss: 0.7736 Epoch 3/8... Discriminator Loss: 1.4121... Generator Loss: 0.7337 Epoch 3/8... Discriminator Loss: 1.3960... Generator Loss: 0.7529 Epoch 3/8... Discriminator Loss: 1.4406... Generator Loss: 0.6593 Epoch 3/8... Discriminator Loss: 1.3827... Generator Loss: 0.8094 Epoch 3/8... Discriminator Loss: 1.3911... Generator Loss: 0.7321 Epoch 3/8... Discriminator Loss: 1.4183... Generator Loss: 0.7248 Epoch 3/8... Discriminator Loss: 1.4394... Generator Loss: 0.6245 Epoch 3/8... Discriminator Loss: 1.4333... Generator Loss: 0.9038 Epoch 3/8... Discriminator Loss: 1.3866... Generator Loss: 0.7602
Epoch 3/8... Discriminator Loss: 1.3865... Generator Loss: 0.7592 Epoch 3/8... Discriminator Loss: 1.3561... Generator Loss: 0.7555 Epoch 3/8... Discriminator Loss: 1.4176... Generator Loss: 0.7336 Epoch 3/8... Discriminator Loss: 1.3792... Generator Loss: 0.7015 Epoch 3/8... Discriminator Loss: 1.4153... Generator Loss: 0.6854 Epoch 3/8... Discriminator Loss: 1.3919... Generator Loss: 0.7376 Epoch 3/8... Discriminator Loss: 1.3675... Generator Loss: 0.7866 Epoch 3/8... Discriminator Loss: 1.3783... Generator Loss: 0.7555 Epoch 3/8... Discriminator Loss: 1.4191... Generator Loss: 0.7432 Epoch 3/8... Discriminator Loss: 1.3908... Generator Loss: 0.7858 Epoch 3/8... Discriminator Loss: 1.4108... Generator Loss: 0.7443 Epoch 3/8... Discriminator Loss: 1.3831... Generator Loss: 0.7421 Epoch 3/8... Discriminator Loss: 1.3919... Generator Loss: 0.8130 Epoch 3/8... Discriminator Loss: 1.3796... Generator Loss: 0.7166 Epoch 3/8... Discriminator Loss: 1.3932... Generator Loss: 0.7882 Epoch 3/8... Discriminator Loss: 1.3969... Generator Loss: 0.7725 Epoch 3/8... Discriminator Loss: 1.3965... Generator Loss: 0.7322 Epoch 3/8... Discriminator Loss: 1.3938... Generator Loss: 0.7663 Epoch 3/8... Discriminator Loss: 1.4049... Generator Loss: 0.7279 Epoch 3/8... Discriminator Loss: 1.3666... Generator Loss: 0.7650
Epoch 3/8... Discriminator Loss: 1.3655... Generator Loss: 0.8032 Epoch 3/8... Discriminator Loss: 1.4225... Generator Loss: 0.7410 Epoch 3/8... Discriminator Loss: 1.3772... Generator Loss: 0.7388 Epoch 3/8... Discriminator Loss: 1.3975... Generator Loss: 0.7760 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7683 Epoch 3/8... Discriminator Loss: 1.4202... Generator Loss: 0.6689 Epoch 3/8... Discriminator Loss: 1.4063... Generator Loss: 0.8423 Epoch 3/8... Discriminator Loss: 1.4035... Generator Loss: 0.7432 Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7610 Epoch 3/8... Discriminator Loss: 1.4249... Generator Loss: 0.8438 Epoch 3/8... Discriminator Loss: 1.3890... Generator Loss: 0.6655 Epoch 3/8... Discriminator Loss: 1.3560... Generator Loss: 0.8811 Epoch 3/8... Discriminator Loss: 1.4338... Generator Loss: 0.6646 Epoch 3/8... Discriminator Loss: 1.4166... Generator Loss: 0.7654 Epoch 3/8... Discriminator Loss: 1.3834... Generator Loss: 0.7245 Epoch 3/8... Discriminator Loss: 1.3871... Generator Loss: 0.7118 Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7653 Epoch 3/8... Discriminator Loss: 1.3821... Generator Loss: 0.7204 Epoch 3/8... Discriminator Loss: 1.3932... Generator Loss: 0.7307 Epoch 3/8... Discriminator Loss: 1.4040... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.3986... Generator Loss: 0.7020 Epoch 3/8... Discriminator Loss: 1.3988... Generator Loss: 0.8011 Epoch 3/8... Discriminator Loss: 1.3865... Generator Loss: 0.7419 Epoch 3/8... Discriminator Loss: 1.4077... Generator Loss: 0.7214 Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.7622 Epoch 3/8... Discriminator Loss: 1.3882... Generator Loss: 0.7739 Epoch 3/8... Discriminator Loss: 1.3658... Generator Loss: 0.7659 Epoch 3/8... Discriminator Loss: 1.4252... Generator Loss: 0.9000 Epoch 3/8... Discriminator Loss: 1.3939... Generator Loss: 0.7252 Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7124 Epoch 3/8... Discriminator Loss: 1.3978... Generator Loss: 0.7397 Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.7571 Epoch 3/8... Discriminator Loss: 1.4419... Generator Loss: 0.6576 Epoch 3/8... Discriminator Loss: 1.4146... Generator Loss: 0.7207 Epoch 3/8... Discriminator Loss: 1.3935... Generator Loss: 0.7871 Epoch 3/8... Discriminator Loss: 1.3674... Generator Loss: 0.7743 Epoch 3/8... Discriminator Loss: 1.3921... Generator Loss: 0.7419 Epoch 3/8... Discriminator Loss: 1.4380... Generator Loss: 0.7505 Epoch 3/8... Discriminator Loss: 1.3852... Generator Loss: 0.7474 Epoch 3/8... Discriminator Loss: 1.4210... Generator Loss: 0.7127
Epoch 3/8... Discriminator Loss: 1.4101... Generator Loss: 0.7503 Epoch 3/8... Discriminator Loss: 1.3856... Generator Loss: 0.7741 Epoch 3/8... Discriminator Loss: 1.3973... Generator Loss: 0.7451 Epoch 3/8... Discriminator Loss: 1.3824... Generator Loss: 0.7723 Epoch 3/8... Discriminator Loss: 1.3715... Generator Loss: 0.7774 Epoch 3/8... Discriminator Loss: 1.3860... Generator Loss: 0.7202 Epoch 3/8... Discriminator Loss: 1.3695... Generator Loss: 0.7781 Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7397 Epoch 3/8... Discriminator Loss: 1.3886... Generator Loss: 0.8373 Epoch 3/8... Discriminator Loss: 1.3958... Generator Loss: 0.7261 Epoch 3/8... Discriminator Loss: 1.4360... Generator Loss: 0.6454 Epoch 3/8... Discriminator Loss: 1.3907... Generator Loss: 0.8172 Epoch 3/8... Discriminator Loss: 1.3650... Generator Loss: 0.7360 Epoch 3/8... Discriminator Loss: 1.4249... Generator Loss: 0.6295 Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.8332 Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.7270 Epoch 3/8... Discriminator Loss: 1.4139... Generator Loss: 0.7095 Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7976 Epoch 3/8... Discriminator Loss: 1.3887... Generator Loss: 0.7746 Epoch 3/8... Discriminator Loss: 1.4001... Generator Loss: 0.7659
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7816 Epoch 3/8... Discriminator Loss: 1.4255... Generator Loss: 0.6351 Epoch 3/8... Discriminator Loss: 1.3598... Generator Loss: 0.8687 Epoch 3/8... Discriminator Loss: 1.3714... Generator Loss: 0.7494 Epoch 3/8... Discriminator Loss: 1.4176... Generator Loss: 0.6667 Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.7631 Epoch 3/8... Discriminator Loss: 1.3733... Generator Loss: 0.7830 Epoch 3/8... Discriminator Loss: 1.3903... Generator Loss: 0.7538 Epoch 3/8... Discriminator Loss: 1.3940... Generator Loss: 0.7307 Epoch 3/8... Discriminator Loss: 1.4048... Generator Loss: 0.7819 Epoch 3/8... Discriminator Loss: 1.3709... Generator Loss: 0.6867 Epoch 3/8... Discriminator Loss: 1.4285... Generator Loss: 0.7500 Epoch 3/8... Discriminator Loss: 1.3894... Generator Loss: 0.7626 Epoch 3/8... Discriminator Loss: 1.3780... Generator Loss: 0.8055 Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.7975 Epoch 3/8... Discriminator Loss: 1.4196... Generator Loss: 0.7294 Epoch 3/8... Discriminator Loss: 1.3662... Generator Loss: 0.7685 Epoch 3/8... Discriminator Loss: 1.4016... Generator Loss: 0.8289 Epoch 3/8... Discriminator Loss: 1.3859... Generator Loss: 0.7016 Epoch 3/8... Discriminator Loss: 1.4243... Generator Loss: 0.7045
Epoch 3/8... Discriminator Loss: 1.4076... Generator Loss: 0.7349 Epoch 3/8... Discriminator Loss: 1.4036... Generator Loss: 0.8369 Epoch 3/8... Discriminator Loss: 1.3807... Generator Loss: 0.6980 Epoch 3/8... Discriminator Loss: 1.3769... Generator Loss: 0.7787 Epoch 3/8... Discriminator Loss: 1.3897... Generator Loss: 0.7291 Epoch 3/8... Discriminator Loss: 1.3996... Generator Loss: 0.7815 Epoch 3/8... Discriminator Loss: 1.4061... Generator Loss: 0.7126 Epoch 3/8... Discriminator Loss: 1.3865... Generator Loss: 0.7585 Epoch 3/8... Discriminator Loss: 1.4102... Generator Loss: 0.7446 Epoch 3/8... Discriminator Loss: 1.4041... Generator Loss: 0.7723 Epoch 3/8... Discriminator Loss: 1.4019... Generator Loss: 0.6963 Epoch 3/8... Discriminator Loss: 1.3752... Generator Loss: 0.7693 Epoch 3/8... Discriminator Loss: 1.3842... Generator Loss: 0.7394 Epoch 3/8... Discriminator Loss: 1.3934... Generator Loss: 0.6980 Epoch 3/8... Discriminator Loss: 1.3923... Generator Loss: 0.7987 Epoch 3/8... Discriminator Loss: 1.3933... Generator Loss: 0.7231 Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.8191 Epoch 3/8... Discriminator Loss: 1.3796... Generator Loss: 0.7363 Epoch 3/8... Discriminator Loss: 1.4030... Generator Loss: 0.8152 Epoch 3/8... Discriminator Loss: 1.4266... Generator Loss: 0.6717
Epoch 3/8... Discriminator Loss: 1.4080... Generator Loss: 0.7943 Epoch 3/8... Discriminator Loss: 1.3741... Generator Loss: 0.7756 Epoch 3/8... Discriminator Loss: 1.4048... Generator Loss: 0.6744 Epoch 3/8... Discriminator Loss: 1.3903... Generator Loss: 0.7998 Epoch 3/8... Discriminator Loss: 1.3937... Generator Loss: 0.7427 Epoch 3/8... Discriminator Loss: 1.3843... Generator Loss: 0.7401 Epoch 3/8... Discriminator Loss: 1.3930... Generator Loss: 0.7481 Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7593 Epoch 3/8... Discriminator Loss: 1.4105... Generator Loss: 0.7638 Epoch 3/8... Discriminator Loss: 1.3659... Generator Loss: 0.8480 Epoch 3/8... Discriminator Loss: 1.4058... Generator Loss: 0.6625 Epoch 3/8... Discriminator Loss: 1.3912... Generator Loss: 0.7132 Epoch 3/8... Discriminator Loss: 1.4079... Generator Loss: 0.8356 Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.7015 Epoch 3/8... Discriminator Loss: 1.3530... Generator Loss: 0.8063 Epoch 3/8... Discriminator Loss: 1.4048... Generator Loss: 0.6877 Epoch 3/8... Discriminator Loss: 1.3584... Generator Loss: 0.8186 Epoch 3/8... Discriminator Loss: 1.3937... Generator Loss: 0.7251 Epoch 3/8... Discriminator Loss: 1.4043... Generator Loss: 0.8084 Epoch 3/8... Discriminator Loss: 1.3930... Generator Loss: 0.7034
Epoch 3/8... Discriminator Loss: 1.3849... Generator Loss: 0.7711 Epoch 3/8... Discriminator Loss: 1.3878... Generator Loss: 0.7522 Epoch 3/8... Discriminator Loss: 1.3906... Generator Loss: 0.7994 Epoch 3/8... Discriminator Loss: 1.3851... Generator Loss: 0.7367 Epoch 3/8... Discriminator Loss: 1.4043... Generator Loss: 0.7078 Epoch 3/8... Discriminator Loss: 1.3804... Generator Loss: 0.7951 Epoch 3/8... Discriminator Loss: 1.4041... Generator Loss: 0.6704 Epoch 3/8... Discriminator Loss: 1.3847... Generator Loss: 0.8619 Epoch 3/8... Discriminator Loss: 1.4173... Generator Loss: 0.6444 Epoch 3/8... Discriminator Loss: 1.3634... Generator Loss: 0.8596 Epoch 3/8... Discriminator Loss: 1.3940... Generator Loss: 0.6948 Epoch 3/8... Discriminator Loss: 1.3945... Generator Loss: 0.7466 Epoch 3/8... Discriminator Loss: 1.4119... Generator Loss: 0.7005 Epoch 3/8... Discriminator Loss: 1.4055... Generator Loss: 0.6861 Epoch 3/8... Discriminator Loss: 1.4117... Generator Loss: 0.7339 Epoch 3/8... Discriminator Loss: 1.3778... Generator Loss: 0.7872 Epoch 3/8... Discriminator Loss: 1.3785... Generator Loss: 0.7961 Epoch 3/8... Discriminator Loss: 1.3992... Generator Loss: 0.8061 Epoch 3/8... Discriminator Loss: 1.4320... Generator Loss: 0.7372 Epoch 3/8... Discriminator Loss: 1.4282... Generator Loss: 0.7560
Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.7999 Epoch 3/8... Discriminator Loss: 1.3913... Generator Loss: 0.7660 Epoch 3/8... Discriminator Loss: 1.4061... Generator Loss: 0.6676 Epoch 3/8... Discriminator Loss: 1.3876... Generator Loss: 0.7995 Epoch 3/8... Discriminator Loss: 1.3946... Generator Loss: 0.7533 Epoch 3/8... Discriminator Loss: 1.3915... Generator Loss: 0.7792 Epoch 3/8... Discriminator Loss: 1.3733... Generator Loss: 0.7790 Epoch 3/8... Discriminator Loss: 1.3947... Generator Loss: 0.7081 Epoch 3/8... Discriminator Loss: 1.4059... Generator Loss: 0.8131 Epoch 3/8... Discriminator Loss: 1.3795... Generator Loss: 0.7325 Epoch 3/8... Discriminator Loss: 1.3957... Generator Loss: 0.7885 Epoch 3/8... Discriminator Loss: 1.4036... Generator Loss: 0.7362 Epoch 3/8... Discriminator Loss: 1.4001... Generator Loss: 0.7732 Epoch 3/8... Discriminator Loss: 1.3836... Generator Loss: 0.7626 Epoch 3/8... Discriminator Loss: 1.3949... Generator Loss: 0.7580 Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.7488 Epoch 3/8... Discriminator Loss: 1.3689... Generator Loss: 0.7949 Epoch 3/8... Discriminator Loss: 1.4010... Generator Loss: 0.7124 Epoch 3/8... Discriminator Loss: 1.4217... Generator Loss: 0.6891 Epoch 3/8... Discriminator Loss: 1.3840... Generator Loss: 0.7826
Epoch 3/8... Discriminator Loss: 1.3797... Generator Loss: 0.7784 Epoch 3/8... Discriminator Loss: 1.4114... Generator Loss: 0.7521 Epoch 3/8... Discriminator Loss: 1.3722... Generator Loss: 0.7692 Epoch 3/8... Discriminator Loss: 1.3952... Generator Loss: 0.7703 Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.7671 Epoch 3/8... Discriminator Loss: 1.4129... Generator Loss: 0.7319 Epoch 3/8... Discriminator Loss: 1.3752... Generator Loss: 0.8075 Epoch 3/8... Discriminator Loss: 1.4063... Generator Loss: 0.7091 Epoch 3/8... Discriminator Loss: 1.3672... Generator Loss: 0.8354 Epoch 3/8... Discriminator Loss: 1.4024... Generator Loss: 0.7241 Epoch 3/8... Discriminator Loss: 1.3899... Generator Loss: 0.7186 Epoch 3/8... Discriminator Loss: 1.4004... Generator Loss: 0.7537 Epoch 3/8... Discriminator Loss: 1.3977... Generator Loss: 0.8069 Epoch 3/8... Discriminator Loss: 1.4072... Generator Loss: 0.6998 Epoch 3/8... Discriminator Loss: 1.3928... Generator Loss: 0.7821 Epoch 3/8... Discriminator Loss: 1.3824... Generator Loss: 0.7684 Epoch 3/8... Discriminator Loss: 1.3840... Generator Loss: 0.7946 Epoch 3/8... Discriminator Loss: 1.3928... Generator Loss: 0.7685 Epoch 3/8... Discriminator Loss: 1.4005... Generator Loss: 0.7076 Epoch 4/8... Discriminator Loss: 1.3795... Generator Loss: 0.8349
Epoch 4/8... Discriminator Loss: 1.3816... Generator Loss: 0.7564 Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.7265 Epoch 4/8... Discriminator Loss: 1.4248... Generator Loss: 0.7195 Epoch 4/8... Discriminator Loss: 1.3960... Generator Loss: 0.7591 Epoch 4/8... Discriminator Loss: 1.3915... Generator Loss: 0.7727 Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.7597 Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7272 Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7331 Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.8237 Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7260 Epoch 4/8... Discriminator Loss: 1.3966... Generator Loss: 0.7733 Epoch 4/8... Discriminator Loss: 1.3983... Generator Loss: 0.6832 Epoch 4/8... Discriminator Loss: 1.3751... Generator Loss: 0.7964 Epoch 4/8... Discriminator Loss: 1.3659... Generator Loss: 0.7785 Epoch 4/8... Discriminator Loss: 1.4087... Generator Loss: 0.7180 Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.8033 Epoch 4/8... Discriminator Loss: 1.4113... Generator Loss: 0.7163 Epoch 4/8... Discriminator Loss: 1.3968... Generator Loss: 0.7562 Epoch 4/8... Discriminator Loss: 1.3786... Generator Loss: 0.7343 Epoch 4/8... Discriminator Loss: 1.3856... Generator Loss: 0.7604
Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.7242 Epoch 4/8... Discriminator Loss: 1.4107... Generator Loss: 0.7286 Epoch 4/8... Discriminator Loss: 1.3927... Generator Loss: 0.7627 Epoch 4/8... Discriminator Loss: 1.4318... Generator Loss: 0.7558 Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.7865 Epoch 4/8... Discriminator Loss: 1.3801... Generator Loss: 0.7959 Epoch 4/8... Discriminator Loss: 1.4168... Generator Loss: 0.6759 Epoch 4/8... Discriminator Loss: 1.4048... Generator Loss: 0.7623 Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7394 Epoch 4/8... Discriminator Loss: 1.4207... Generator Loss: 0.7247 Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.7264 Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7911 Epoch 4/8... Discriminator Loss: 1.4042... Generator Loss: 0.7045 Epoch 4/8... Discriminator Loss: 1.3740... Generator Loss: 0.8120 Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.6590 Epoch 4/8... Discriminator Loss: 1.4060... Generator Loss: 0.7867 Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.7813 Epoch 4/8... Discriminator Loss: 1.4187... Generator Loss: 0.6305 Epoch 4/8... Discriminator Loss: 1.4075... Generator Loss: 0.8492 Epoch 4/8... Discriminator Loss: 1.3841... Generator Loss: 0.7918
Epoch 4/8... Discriminator Loss: 1.3935... Generator Loss: 0.7942 Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.7016 Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.8151 Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7391 Epoch 4/8... Discriminator Loss: 1.3877... Generator Loss: 0.7564 Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.8759 Epoch 4/8... Discriminator Loss: 1.3953... Generator Loss: 0.7929 Epoch 4/8... Discriminator Loss: 1.4017... Generator Loss: 0.7128 Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.7613 Epoch 4/8... Discriminator Loss: 1.3925... Generator Loss: 0.8372 Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.7437 Epoch 4/8... Discriminator Loss: 1.4212... Generator Loss: 0.7082 Epoch 4/8... Discriminator Loss: 1.3956... Generator Loss: 0.6939 Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.8967 Epoch 4/8... Discriminator Loss: 1.4051... Generator Loss: 0.6897 Epoch 4/8... Discriminator Loss: 1.4016... Generator Loss: 0.7704 Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.7776 Epoch 4/8... Discriminator Loss: 1.4178... Generator Loss: 0.6800 Epoch 4/8... Discriminator Loss: 1.3776... Generator Loss: 0.7663 Epoch 4/8... Discriminator Loss: 1.3773... Generator Loss: 0.8090
Epoch 4/8... Discriminator Loss: 1.3556... Generator Loss: 0.7725 Epoch 4/8... Discriminator Loss: 1.4202... Generator Loss: 0.7800 Epoch 4/8... Discriminator Loss: 1.3654... Generator Loss: 0.7727 Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.8204 Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.7382 Epoch 4/8... Discriminator Loss: 1.3983... Generator Loss: 0.7562 Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.7555 Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.7516 Epoch 4/8... Discriminator Loss: 1.4002... Generator Loss: 0.6797 Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.7849 Epoch 4/8... Discriminator Loss: 1.3866... Generator Loss: 0.7247 Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.9109 Epoch 4/8... Discriminator Loss: 1.3849... Generator Loss: 0.7363 Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.7610 Epoch 4/8... Discriminator Loss: 1.4016... Generator Loss: 0.7625 Epoch 4/8... Discriminator Loss: 1.3950... Generator Loss: 0.6953 Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.8453 Epoch 4/8... Discriminator Loss: 1.3663... Generator Loss: 0.7233 Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.8286 Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.7191
Epoch 4/8... Discriminator Loss: 1.3928... Generator Loss: 0.7812 Epoch 4/8... Discriminator Loss: 1.3822... Generator Loss: 0.7329 Epoch 4/8... Discriminator Loss: 1.3816... Generator Loss: 0.8197 Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.7133 Epoch 4/8... Discriminator Loss: 1.3987... Generator Loss: 0.7585 Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.7013 Epoch 4/8... Discriminator Loss: 1.3603... Generator Loss: 0.7948 Epoch 4/8... Discriminator Loss: 1.3825... Generator Loss: 0.7722 Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.7526 Epoch 4/8... Discriminator Loss: 1.4019... Generator Loss: 0.8209 Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7176 Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7729 Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.7594 Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.7659 Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.7760 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7869 Epoch 4/8... Discriminator Loss: 1.3884... Generator Loss: 0.7505 Epoch 4/8... Discriminator Loss: 1.3976... Generator Loss: 0.7494 Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7803 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7546
Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.7287 Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.7727 Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.7614 Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7799 Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.7540 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.8040 Epoch 4/8... Discriminator Loss: 1.3973... Generator Loss: 0.7807 Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7639 Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.7566 Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.7926 Epoch 4/8... Discriminator Loss: 1.2888... Generator Loss: 0.9073 Epoch 4/8... Discriminator Loss: 1.4417... Generator Loss: 0.5718 Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.8781 Epoch 4/8... Discriminator Loss: 1.3853... Generator Loss: 0.7083 Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7905 Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.7956 Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.7529 Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.7484 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7227 Epoch 4/8... Discriminator Loss: 1.4090... Generator Loss: 0.7587
Epoch 4/8... Discriminator Loss: 1.3717... Generator Loss: 0.7361 Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7609 Epoch 4/8... Discriminator Loss: 1.4159... Generator Loss: 0.6672 Epoch 4/8... Discriminator Loss: 1.3804... Generator Loss: 0.8021 Epoch 4/8... Discriminator Loss: 1.4209... Generator Loss: 0.6876 Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.8237 Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7396 Epoch 4/8... Discriminator Loss: 1.3986... Generator Loss: 0.7341 Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.7190 Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.8078 Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7171 Epoch 4/8... Discriminator Loss: 1.4084... Generator Loss: 0.8045 Epoch 4/8... Discriminator Loss: 1.3610... Generator Loss: 0.7830 Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.7556 Epoch 4/8... Discriminator Loss: 1.3633... Generator Loss: 0.7401 Epoch 4/8... Discriminator Loss: 1.3950... Generator Loss: 0.8279 Epoch 4/8... Discriminator Loss: 1.3987... Generator Loss: 0.7102 Epoch 4/8... Discriminator Loss: 1.3872... Generator Loss: 0.7897 Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7801 Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7561
Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.7330 Epoch 4/8... Discriminator Loss: 1.3915... Generator Loss: 0.7833 Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.7605 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.8148 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7326 Epoch 4/8... Discriminator Loss: 1.4089... Generator Loss: 0.7310 Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.8161 Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7227 Epoch 4/8... Discriminator Loss: 1.3870... Generator Loss: 0.7544 Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.7826 Epoch 4/8... Discriminator Loss: 1.3844... Generator Loss: 0.7441 Epoch 4/8... Discriminator Loss: 1.3847... Generator Loss: 0.7874 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7120 Epoch 4/8... Discriminator Loss: 1.3948... Generator Loss: 0.7864 Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.7800 Epoch 4/8... Discriminator Loss: 1.4095... Generator Loss: 0.6759 Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.8313 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7477 Epoch 4/8... Discriminator Loss: 1.3990... Generator Loss: 0.7915 Epoch 4/8... Discriminator Loss: 1.4067... Generator Loss: 0.7349
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.7064 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7595 Epoch 4/8... Discriminator Loss: 1.4074... Generator Loss: 0.8127 Epoch 4/8... Discriminator Loss: 1.3915... Generator Loss: 0.7553 Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.7759 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.6839 Epoch 4/8... Discriminator Loss: 1.4203... Generator Loss: 0.8382 Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.7068 Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.8192 Epoch 4/8... Discriminator Loss: 1.4002... Generator Loss: 0.7287 Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.7975 Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.7177 Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.7967 Epoch 4/8... Discriminator Loss: 1.3995... Generator Loss: 0.7132 Epoch 4/8... Discriminator Loss: 1.3743... Generator Loss: 0.8347 Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.7015 Epoch 4/8... Discriminator Loss: 1.4000... Generator Loss: 0.7815 Epoch 4/8... Discriminator Loss: 1.3809... Generator Loss: 0.7597 Epoch 4/8... Discriminator Loss: 1.3824... Generator Loss: 0.7574 Epoch 4/8... Discriminator Loss: 1.4134... Generator Loss: 0.7446
Epoch 4/8... Discriminator Loss: 1.3899... Generator Loss: 0.7563 Epoch 4/8... Discriminator Loss: 1.4007... Generator Loss: 0.6663 Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.8526 Epoch 4/8... Discriminator Loss: 1.3787... Generator Loss: 0.7275 Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7835 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7203 Epoch 4/8... Discriminator Loss: 1.4390... Generator Loss: 0.7518 Epoch 4/8... Discriminator Loss: 1.3835... Generator Loss: 0.7419 Epoch 4/8... Discriminator Loss: 1.4011... Generator Loss: 0.6958 Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7244 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7916 Epoch 4/8... Discriminator Loss: 1.4049... Generator Loss: 0.6946 Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7917 Epoch 4/8... Discriminator Loss: 1.4054... Generator Loss: 0.6838 Epoch 4/8... Discriminator Loss: 1.3882... Generator Loss: 0.8295 Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7114 Epoch 4/8... Discriminator Loss: 1.4008... Generator Loss: 0.7613 Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7482 Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.7877 Epoch 4/8... Discriminator Loss: 1.3972... Generator Loss: 0.7398
Epoch 4/8... Discriminator Loss: 1.4136... Generator Loss: 0.7388 Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.8095 Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.7254 Epoch 4/8... Discriminator Loss: 1.3925... Generator Loss: 0.8238 Epoch 4/8... Discriminator Loss: 1.4003... Generator Loss: 0.7025 Epoch 4/8... Discriminator Loss: 1.3734... Generator Loss: 0.7968 Epoch 4/8... Discriminator Loss: 1.3993... Generator Loss: 0.7651 Epoch 4/8... Discriminator Loss: 1.3769... Generator Loss: 0.7633 Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.7555 Epoch 4/8... Discriminator Loss: 1.4170... Generator Loss: 0.7020 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7839 Epoch 4/8... Discriminator Loss: 1.4275... Generator Loss: 0.6740 Epoch 4/8... Discriminator Loss: 1.4027... Generator Loss: 0.8277 Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.7414 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.8112 Epoch 4/8... Discriminator Loss: 1.4095... Generator Loss: 0.7062 Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7270 Epoch 4/8... Discriminator Loss: 1.3789... Generator Loss: 0.8014 Epoch 4/8... Discriminator Loss: 1.4003... Generator Loss: 0.7618 Epoch 4/8... Discriminator Loss: 1.3512... Generator Loss: 0.8131
Epoch 4/8... Discriminator Loss: 1.3808... Generator Loss: 0.7871 Epoch 4/8... Discriminator Loss: 1.3853... Generator Loss: 0.7052 Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.8207 Epoch 4/8... Discriminator Loss: 1.3817... Generator Loss: 0.7426 Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.7687 Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7581 Epoch 4/8... Discriminator Loss: 1.3971... Generator Loss: 0.6903 Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.8568 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7158 Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.8346 Epoch 4/8... Discriminator Loss: 1.4032... Generator Loss: 0.6784 Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.8074 Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7783 Epoch 4/8... Discriminator Loss: 1.3816... Generator Loss: 0.7622 Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7781 Epoch 4/8... Discriminator Loss: 1.3851... Generator Loss: 0.7398 Epoch 4/8... Discriminator Loss: 1.3949... Generator Loss: 0.7462 Epoch 4/8... Discriminator Loss: 1.3906... Generator Loss: 0.7789 Epoch 4/8... Discriminator Loss: 1.3697... Generator Loss: 0.7623 Epoch 4/8... Discriminator Loss: 1.4161... Generator Loss: 0.7243
Epoch 4/8... Discriminator Loss: 1.3785... Generator Loss: 0.7784 Epoch 4/8... Discriminator Loss: 1.3739... Generator Loss: 0.7732 Epoch 4/8... Discriminator Loss: 1.4105... Generator Loss: 0.6806 Epoch 4/8... Discriminator Loss: 1.4050... Generator Loss: 0.8549 Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7425 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.8306 Epoch 4/8... Discriminator Loss: 1.3783... Generator Loss: 0.7581 Epoch 4/8... Discriminator Loss: 1.3575... Generator Loss: 0.7670 Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7559 Epoch 4/8... Discriminator Loss: 1.4146... Generator Loss: 0.7065 Epoch 4/8... Discriminator Loss: 1.4124... Generator Loss: 0.8056 Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.6988 Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7881 Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.7384 Epoch 4/8... Discriminator Loss: 1.3897... Generator Loss: 0.7823 Epoch 4/8... Discriminator Loss: 1.4126... Generator Loss: 0.7417 Epoch 4/8... Discriminator Loss: 1.4037... Generator Loss: 0.7956 Epoch 4/8... Discriminator Loss: 1.3740... Generator Loss: 0.7539 Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7776 Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7355
Epoch 4/8... Discriminator Loss: 1.4096... Generator Loss: 0.8506 Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.6889 Epoch 4/8... Discriminator Loss: 1.3771... Generator Loss: 0.8842 Epoch 4/8... Discriminator Loss: 1.3876... Generator Loss: 0.7165 Epoch 4/8... Discriminator Loss: 1.3975... Generator Loss: 0.7636 Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.7530 Epoch 4/8... Discriminator Loss: 1.3788... Generator Loss: 0.7600 Epoch 4/8... Discriminator Loss: 1.3702... Generator Loss: 0.8633 Epoch 4/8... Discriminator Loss: 1.3972... Generator Loss: 0.7349 Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.8329 Epoch 4/8... Discriminator Loss: 1.4020... Generator Loss: 0.7689 Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7208 Epoch 4/8... Discriminator Loss: 1.3928... Generator Loss: 0.8617 Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.6842 Epoch 4/8... Discriminator Loss: 1.4048... Generator Loss: 0.8200 Epoch 4/8... Discriminator Loss: 1.3758... Generator Loss: 0.7200 Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.8570 Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.6692 Epoch 4/8... Discriminator Loss: 1.4003... Generator Loss: 0.8161 Epoch 4/8... Discriminator Loss: 1.3897... Generator Loss: 0.7059
Epoch 4/8... Discriminator Loss: 1.3739... Generator Loss: 0.7892 Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.7329 Epoch 4/8... Discriminator Loss: 1.3695... Generator Loss: 0.7532 Epoch 4/8... Discriminator Loss: 1.4104... Generator Loss: 0.7855 Epoch 4/8... Discriminator Loss: 1.3837... Generator Loss: 0.8141 Epoch 4/8... Discriminator Loss: 1.3800... Generator Loss: 0.7626 Epoch 4/8... Discriminator Loss: 1.3938... Generator Loss: 0.7705 Epoch 4/8... Discriminator Loss: 1.3781... Generator Loss: 0.7480 Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.8138 Epoch 4/8... Discriminator Loss: 1.3999... Generator Loss: 0.6730 Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.8499 Epoch 4/8... Discriminator Loss: 1.3979... Generator Loss: 0.7344 Epoch 4/8... Discriminator Loss: 1.3703... Generator Loss: 0.8321 Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.7128 Epoch 4/8... Discriminator Loss: 1.4204... Generator Loss: 0.7443 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7592 Epoch 4/8... Discriminator Loss: 1.4044... Generator Loss: 0.7595 Epoch 4/8... Discriminator Loss: 1.3998... Generator Loss: 0.7795 Epoch 4/8... Discriminator Loss: 1.3570... Generator Loss: 0.7834 Epoch 4/8... Discriminator Loss: 1.4044... Generator Loss: 0.7278
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7643 Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.7800 Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.8242 Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.6735 Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.8322 Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.7204 Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.8022 Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.7475 Epoch 4/8... Discriminator Loss: 1.3944... Generator Loss: 0.7918 Epoch 4/8... Discriminator Loss: 1.3894... Generator Loss: 0.7358 Epoch 4/8... Discriminator Loss: 1.3822... Generator Loss: 0.7521 Epoch 4/8... Discriminator Loss: 1.3798... Generator Loss: 0.7953 Epoch 4/8... Discriminator Loss: 1.4155... Generator Loss: 0.6772 Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.9173 Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.6972 Epoch 4/8... Discriminator Loss: 1.3949... Generator Loss: 0.8158 Epoch 4/8... Discriminator Loss: 1.3855... Generator Loss: 0.7332 Epoch 4/8... Discriminator Loss: 1.3763... Generator Loss: 0.8372 Epoch 4/8... Discriminator Loss: 1.4041... Generator Loss: 0.7687 Epoch 4/8... Discriminator Loss: 1.3703... Generator Loss: 0.8280
Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7592 Epoch 4/8... Discriminator Loss: 1.3895... Generator Loss: 0.7901 Epoch 4/8... Discriminator Loss: 1.4120... Generator Loss: 0.7493 Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.8318 Epoch 4/8... Discriminator Loss: 1.3688... Generator Loss: 0.8067 Epoch 4/8... Discriminator Loss: 1.3802... Generator Loss: 0.7667 Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.8425 Epoch 4/8... Discriminator Loss: 1.4044... Generator Loss: 0.7112 Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7841 Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.8068 Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.7582 Epoch 4/8... Discriminator Loss: 1.3771... Generator Loss: 0.8096 Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7693 Epoch 4/8... Discriminator Loss: 1.3964... Generator Loss: 0.7648 Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.7551 Epoch 4/8... Discriminator Loss: 1.3960... Generator Loss: 0.8130 Epoch 4/8... Discriminator Loss: 1.3829... Generator Loss: 0.7206 Epoch 4/8... Discriminator Loss: 1.3775... Generator Loss: 0.8039 Epoch 4/8... Discriminator Loss: 1.3864... Generator Loss: 0.7428 Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.8666
Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.7399 Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.8040 Epoch 4/8... Discriminator Loss: 1.3789... Generator Loss: 0.7344 Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7895 Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7168 Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.8172 Epoch 4/8... Discriminator Loss: 1.4045... Generator Loss: 0.6852 Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.8614 Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.7023 Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.8023 Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.7970 Epoch 4/8... Discriminator Loss: 1.3903... Generator Loss: 0.7648 Epoch 4/8... Discriminator Loss: 1.3657... Generator Loss: 0.7926 Epoch 4/8... Discriminator Loss: 1.3974... Generator Loss: 0.7682 Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.8166 Epoch 4/8... Discriminator Loss: 1.4039... Generator Loss: 0.7398 Epoch 4/8... Discriminator Loss: 1.3951... Generator Loss: 0.7800 Epoch 4/8... Discriminator Loss: 1.3931... Generator Loss: 0.7756 Epoch 4/8... Discriminator Loss: 1.4018... Generator Loss: 0.8068 Epoch 4/8... Discriminator Loss: 1.3895... Generator Loss: 0.6804
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.8087 Epoch 4/8... Discriminator Loss: 1.3728... Generator Loss: 0.7705 Epoch 4/8... Discriminator Loss: 1.3639... Generator Loss: 0.7505 Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7212 Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7943 Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7253 Epoch 4/8... Discriminator Loss: 1.3800... Generator Loss: 0.7971 Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.7282 Epoch 4/8... Discriminator Loss: 1.3860... Generator Loss: 0.8870 Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.7025 Epoch 4/8... Discriminator Loss: 1.4054... Generator Loss: 0.8497 Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7195 Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.7775 Epoch 4/8... Discriminator Loss: 1.4046... Generator Loss: 0.7171 Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.8771 Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7085 Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.8645 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7161 Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.8126 Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.7014
Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.8233 Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.7748 Epoch 4/8... Discriminator Loss: 1.3844... Generator Loss: 0.7796 Epoch 4/8... Discriminator Loss: 1.3784... Generator Loss: 0.7766 Epoch 4/8... Discriminator Loss: 1.3975... Generator Loss: 0.7693 Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.7956 Epoch 4/8... Discriminator Loss: 1.3957... Generator Loss: 0.7328 Epoch 4/8... Discriminator Loss: 1.4276... Generator Loss: 0.9272 Epoch 4/8... Discriminator Loss: 1.3889... Generator Loss: 0.7034 Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.7803 Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.7578 Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7556 Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.7659 Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.8516 Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.7210 Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7780 Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.7327 Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.8089 Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.7592 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7894
Epoch 4/8... Discriminator Loss: 1.4072... Generator Loss: 0.7119 Epoch 4/8... Discriminator Loss: 1.3748... Generator Loss: 0.7876 Epoch 4/8... Discriminator Loss: 1.3974... Generator Loss: 0.7641 Epoch 4/8... Discriminator Loss: 1.3973... Generator Loss: 0.7999 Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7190 Epoch 4/8... Discriminator Loss: 1.3922... Generator Loss: 0.8057 Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.7624 Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7357 Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.7842 Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7318 Epoch 4/8... Discriminator Loss: 1.4103... Generator Loss: 0.8491 Epoch 4/8... Discriminator Loss: 1.3738... Generator Loss: 0.7383 Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.8100 Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7727 Epoch 4/8... Discriminator Loss: 1.3729... Generator Loss: 0.7816 Epoch 4/8... Discriminator Loss: 1.3895... Generator Loss: 0.8047 Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7124 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.8977 Epoch 4/8... Discriminator Loss: 1.4173... Generator Loss: 0.6321 Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.9054
Epoch 4/8... Discriminator Loss: 1.3849... Generator Loss: 0.6938 Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.8663 Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7317 Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.8125 Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7474 Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.7462 Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.8065 Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.7974 Epoch 4/8... Discriminator Loss: 1.3976... Generator Loss: 0.7195 Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.8166 Epoch 4/8... Discriminator Loss: 1.3876... Generator Loss: 0.7490 Epoch 4/8... Discriminator Loss: 1.3867... Generator Loss: 0.8118 Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.7501 Epoch 4/8... Discriminator Loss: 1.4059... Generator Loss: 0.8260 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7446 Epoch 4/8... Discriminator Loss: 1.4030... Generator Loss: 0.7889 Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7432 Epoch 4/8... Discriminator Loss: 1.3912... Generator Loss: 0.7590 Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7607 Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7923
Epoch 4/8... Discriminator Loss: 1.3806... Generator Loss: 0.7793 Epoch 4/8... Discriminator Loss: 1.3914... Generator Loss: 0.7854 Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.7551 Epoch 4/8... Discriminator Loss: 1.3725... Generator Loss: 0.7766 Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.8168 Epoch 4/8... Discriminator Loss: 1.3785... Generator Loss: 0.7332 Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.8402 Epoch 4/8... Discriminator Loss: 1.3984... Generator Loss: 0.7286 Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.8237 Epoch 4/8... Discriminator Loss: 1.3862... Generator Loss: 0.7601 Epoch 4/8... Discriminator Loss: 1.3858... Generator Loss: 0.8025 Epoch 4/8... Discriminator Loss: 1.3780... Generator Loss: 0.8004 Epoch 4/8... Discriminator Loss: 1.3942... Generator Loss: 0.7597 Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.7539 Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.7659 Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.8265 Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7265 Epoch 4/8... Discriminator Loss: 1.3884... Generator Loss: 0.8299 Epoch 4/8... Discriminator Loss: 1.3798... Generator Loss: 0.7341 Epoch 4/8... Discriminator Loss: 1.3844... Generator Loss: 0.7599
Epoch 4/8... Discriminator Loss: 1.4004... Generator Loss: 0.7893 Epoch 4/8... Discriminator Loss: 1.3812... Generator Loss: 0.7786 Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.8183 Epoch 4/8... Discriminator Loss: 1.3983... Generator Loss: 0.7190 Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.8129 Epoch 4/8... Discriminator Loss: 1.3985... Generator Loss: 0.7627 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7925 Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.7151 Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.8753 Epoch 4/8... Discriminator Loss: 1.4423... Generator Loss: 0.5916 Epoch 4/8... Discriminator Loss: 1.4298... Generator Loss: 0.9425 Epoch 4/8... Discriminator Loss: 1.3940... Generator Loss: 0.6548 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.8298 Epoch 4/8... Discriminator Loss: 1.3769... Generator Loss: 0.7807 Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.7361 Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7977 Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7670 Epoch 4/8... Discriminator Loss: 1.3891... Generator Loss: 0.7521 Epoch 4/8... Discriminator Loss: 1.3782... Generator Loss: 0.7496 Epoch 4/8... Discriminator Loss: 1.4041... Generator Loss: 0.7305
Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.7940 Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.7475 Epoch 4/8... Discriminator Loss: 1.3745... Generator Loss: 0.8133 Epoch 4/8... Discriminator Loss: 1.4085... Generator Loss: 0.7511 Epoch 4/8... Discriminator Loss: 1.3696... Generator Loss: 0.7782 Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7239 Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7667 Epoch 4/8... Discriminator Loss: 1.3710... Generator Loss: 0.7926 Epoch 4/8... Discriminator Loss: 1.3938... Generator Loss: 0.7803 Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.7840 Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.7844 Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.7869 Epoch 4/8... Discriminator Loss: 1.4061... Generator Loss: 0.7404 Epoch 4/8... Discriminator Loss: 1.3745... Generator Loss: 0.8051 Epoch 4/8... Discriminator Loss: 1.4100... Generator Loss: 0.8779 Epoch 4/8... Discriminator Loss: 1.4065... Generator Loss: 0.6391 Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.8265 Epoch 4/8... Discriminator Loss: 1.3859... Generator Loss: 0.7577 Epoch 4/8... Discriminator Loss: 1.3865... Generator Loss: 0.7665 Epoch 4/8... Discriminator Loss: 1.3717... Generator Loss: 0.8272
Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.7389 Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.8301 Epoch 4/8... Discriminator Loss: 1.3984... Generator Loss: 0.7154 Epoch 4/8... Discriminator Loss: 1.3729... Generator Loss: 0.7994 Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.7755 Epoch 4/8... Discriminator Loss: 1.4160... Generator Loss: 0.7938 Epoch 4/8... Discriminator Loss: 1.3630... Generator Loss: 0.7517 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.7983 Epoch 4/8... Discriminator Loss: 1.3793... Generator Loss: 0.7907 Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7152 Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.8524 Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7575 Epoch 4/8... Discriminator Loss: 1.3812... Generator Loss: 0.7933 Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7713 Epoch 4/8... Discriminator Loss: 1.3900... Generator Loss: 0.7587 Epoch 4/8... Discriminator Loss: 1.3718... Generator Loss: 0.8263 Epoch 4/8... Discriminator Loss: 1.3701... Generator Loss: 0.7272 Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.7152 Epoch 4/8... Discriminator Loss: 1.3876... Generator Loss: 0.7569 Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.7786
Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.7885 Epoch 4/8... Discriminator Loss: 1.3980... Generator Loss: 0.7672 Epoch 4/8... Discriminator Loss: 1.3714... Generator Loss: 0.7916 Epoch 4/8... Discriminator Loss: 1.3833... Generator Loss: 0.7088 Epoch 4/8... Discriminator Loss: 1.3787... Generator Loss: 0.7603 Epoch 4/8... Discriminator Loss: 1.3879... Generator Loss: 0.8035 Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7932 Epoch 4/8... Discriminator Loss: 1.3850... Generator Loss: 0.7988 Epoch 4/8... Discriminator Loss: 1.4017... Generator Loss: 0.7860 Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7468 Epoch 4/8... Discriminator Loss: 1.3791... Generator Loss: 0.8412 Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.7202 Epoch 4/8... Discriminator Loss: 1.3802... Generator Loss: 0.7667 Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.8123 Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7711 Epoch 4/8... Discriminator Loss: 1.3850... Generator Loss: 0.8047 Epoch 4/8... Discriminator Loss: 1.3651... Generator Loss: 0.7913 Epoch 4/8... Discriminator Loss: 1.3781... Generator Loss: 0.7766 Epoch 4/8... Discriminator Loss: 1.4033... Generator Loss: 0.7639 Epoch 4/8... Discriminator Loss: 1.3870... Generator Loss: 0.8421
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.7855 Epoch 4/8... Discriminator Loss: 1.3743... Generator Loss: 0.7447 Epoch 4/8... Discriminator Loss: 1.3948... Generator Loss: 0.8317 Epoch 4/8... Discriminator Loss: 1.3988... Generator Loss: 0.7084 Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.8366 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7436 Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7956 Epoch 4/8... Discriminator Loss: 1.3847... Generator Loss: 0.8034 Epoch 4/8... Discriminator Loss: 1.3867... Generator Loss: 0.7180 Epoch 4/8... Discriminator Loss: 1.3733... Generator Loss: 0.8644 Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7159 Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7883 Epoch 4/8... Discriminator Loss: 1.3911... Generator Loss: 0.7686 Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.8193 Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.7398 Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7098 Epoch 4/8... Discriminator Loss: 1.4072... Generator Loss: 0.8866 Epoch 4/8... Discriminator Loss: 1.3696... Generator Loss: 0.7670 Epoch 4/8... Discriminator Loss: 1.3728... Generator Loss: 0.7782 Epoch 4/8... Discriminator Loss: 1.3853... Generator Loss: 0.7490
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.7773 Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.8860 Epoch 4/8... Discriminator Loss: 1.3910... Generator Loss: 0.7058 Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.7889 Epoch 4/8... Discriminator Loss: 1.3927... Generator Loss: 0.7738 Epoch 4/8... Discriminator Loss: 1.3918... Generator Loss: 0.7716 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7735 Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.7611 Epoch 4/8... Discriminator Loss: 1.4051... Generator Loss: 0.7467 Epoch 4/8... Discriminator Loss: 1.3934... Generator Loss: 0.7563 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.8073 Epoch 4/8... Discriminator Loss: 1.3800... Generator Loss: 0.7565 Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7808 Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.7243 Epoch 4/8... Discriminator Loss: 1.3959... Generator Loss: 0.8358 Epoch 4/8... Discriminator Loss: 1.3786... Generator Loss: 0.7784 Epoch 4/8... Discriminator Loss: 1.3707... Generator Loss: 0.7579 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.8054 Epoch 4/8... Discriminator Loss: 1.3894... Generator Loss: 0.7341 Epoch 4/8... Discriminator Loss: 1.3878... Generator Loss: 0.8090
Epoch 4/8... Discriminator Loss: 1.3595... Generator Loss: 0.7545 Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.8215 Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7069 Epoch 4/8... Discriminator Loss: 1.3928... Generator Loss: 0.8735 Epoch 4/8... Discriminator Loss: 1.4004... Generator Loss: 0.6413 Epoch 4/8... Discriminator Loss: 1.4187... Generator Loss: 0.9233 Epoch 4/8... Discriminator Loss: 1.3966... Generator Loss: 0.6550 Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.8829 Epoch 4/8... Discriminator Loss: 1.4060... Generator Loss: 0.6871 Epoch 4/8... Discriminator Loss: 1.4068... Generator Loss: 0.9061 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7281 Epoch 4/8... Discriminator Loss: 1.4009... Generator Loss: 0.8329 Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7489 Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.8155 Epoch 4/8... Discriminator Loss: 1.3850... Generator Loss: 0.8165 Epoch 4/8... Discriminator Loss: 1.3860... Generator Loss: 0.7456 Epoch 4/8... Discriminator Loss: 1.3921... Generator Loss: 0.7741 Epoch 4/8... Discriminator Loss: 1.3869... Generator Loss: 0.7975 Epoch 4/8... Discriminator Loss: 1.3942... Generator Loss: 0.7347 Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.8119
Epoch 4/8... Discriminator Loss: 1.3869... Generator Loss: 0.7265 Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.8088 Epoch 4/8... Discriminator Loss: 1.3744... Generator Loss: 0.8256 Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.7928 Epoch 4/8... Discriminator Loss: 1.3772... Generator Loss: 0.7805 Epoch 4/8... Discriminator Loss: 1.3820... Generator Loss: 0.8032 Epoch 4/8... Discriminator Loss: 1.3873... Generator Loss: 0.6937 Epoch 4/8... Discriminator Loss: 1.4007... Generator Loss: 0.7930 Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.7438 Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.8158 Epoch 4/8... Discriminator Loss: 1.3962... Generator Loss: 0.7070 Epoch 4/8... Discriminator Loss: 1.3768... Generator Loss: 0.7820 Epoch 4/8... Discriminator Loss: 1.3852... Generator Loss: 0.7806 Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.7786 Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7931 Epoch 4/8... Discriminator Loss: 1.3758... Generator Loss: 0.7907 Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7277 Epoch 4/8... Discriminator Loss: 1.3922... Generator Loss: 0.8531 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7360 Epoch 4/8... Discriminator Loss: 1.3629... Generator Loss: 0.7910
Epoch 4/8... Discriminator Loss: 1.3833... Generator Loss: 0.7521 Epoch 4/8... Discriminator Loss: 1.3941... Generator Loss: 0.7887 Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.7644 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7764 Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7668 Epoch 4/8... Discriminator Loss: 1.3763... Generator Loss: 0.7946 Epoch 4/8... Discriminator Loss: 1.3924... Generator Loss: 0.7642 Epoch 4/8... Discriminator Loss: 1.3709... Generator Loss: 0.7770 Epoch 4/8... Discriminator Loss: 1.3710... Generator Loss: 0.7618 Epoch 4/8... Discriminator Loss: 1.3949... Generator Loss: 0.7984 Epoch 4/8... Discriminator Loss: 1.3886... Generator Loss: 0.7480 Epoch 4/8... Discriminator Loss: 1.3792... Generator Loss: 0.8092 Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.7476 Epoch 5/8... Discriminator Loss: 1.3739... Generator Loss: 0.7858 Epoch 5/8... Discriminator Loss: 1.3960... Generator Loss: 0.8256 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.6875 Epoch 5/8... Discriminator Loss: 1.4138... Generator Loss: 0.9534 Epoch 5/8... Discriminator Loss: 1.4133... Generator Loss: 0.5960 Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.9117 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.7227
Epoch 5/8... Discriminator Loss: 1.3925... Generator Loss: 0.7448 Epoch 5/8... Discriminator Loss: 1.3986... Generator Loss: 0.7722 Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.7751 Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.8224 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7423 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7954 Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.7827 Epoch 5/8... Discriminator Loss: 1.3868... Generator Loss: 0.7553 Epoch 5/8... Discriminator Loss: 1.3728... Generator Loss: 0.8048 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7744 Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.7557 Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.7804 Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.7597 Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.7949 Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.7242 Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.8378 Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7393 Epoch 5/8... Discriminator Loss: 1.3846... Generator Loss: 0.8132 Epoch 5/8... Discriminator Loss: 1.3912... Generator Loss: 0.7361 Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8078
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7743 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7780 Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.7830 Epoch 5/8... Discriminator Loss: 1.3935... Generator Loss: 0.7738 Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.7224 Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.8789 Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7054 Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.8149 Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7607 Epoch 5/8... Discriminator Loss: 1.3621... Generator Loss: 0.8422 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7068 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8552 Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7411 Epoch 5/8... Discriminator Loss: 1.3925... Generator Loss: 0.8238 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7142 Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.8300 Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.7570 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8096 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7918 Epoch 5/8... Discriminator Loss: 1.3947... Generator Loss: 0.8258
Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.7128 Epoch 5/8... Discriminator Loss: 1.3870... Generator Loss: 0.7465 Epoch 5/8... Discriminator Loss: 1.4036... Generator Loss: 0.8637 Epoch 5/8... Discriminator Loss: 1.3974... Generator Loss: 0.7156 Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.8238 Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.7271 Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.8701 Epoch 5/8... Discriminator Loss: 1.3922... Generator Loss: 0.7035 Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.8132 Epoch 5/8... Discriminator Loss: 1.3946... Generator Loss: 0.7514 Epoch 5/8... Discriminator Loss: 1.3918... Generator Loss: 0.7491 Epoch 5/8... Discriminator Loss: 1.3846... Generator Loss: 0.8106 Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7793 Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7734 Epoch 5/8... Discriminator Loss: 1.3868... Generator Loss: 0.8236 Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.7053 Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.8809 Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7223 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8116 Epoch 5/8... Discriminator Loss: 1.3881... Generator Loss: 0.7151
Epoch 5/8... Discriminator Loss: 1.3967... Generator Loss: 0.9420 Epoch 5/8... Discriminator Loss: 1.4106... Generator Loss: 0.6463 Epoch 5/8... Discriminator Loss: 1.3878... Generator Loss: 0.8571 Epoch 5/8... Discriminator Loss: 1.4019... Generator Loss: 0.7087 Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.8407 Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.7810 Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.7516 Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.7900 Epoch 5/8... Discriminator Loss: 1.3964... Generator Loss: 0.7380 Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.8147 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7760 Epoch 5/8... Discriminator Loss: 1.3729... Generator Loss: 0.8345 Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.7600 Epoch 5/8... Discriminator Loss: 1.3702... Generator Loss: 0.7778 Epoch 5/8... Discriminator Loss: 1.3830... Generator Loss: 0.7862 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8303 Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7015 Epoch 5/8... Discriminator Loss: 1.4149... Generator Loss: 0.9985 Epoch 5/8... Discriminator Loss: 1.3934... Generator Loss: 0.6702 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.8254
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7617 Epoch 5/8... Discriminator Loss: 1.3971... Generator Loss: 0.7846 Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.7901 Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7797 Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.7494 Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7955 Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.7794 Epoch 5/8... Discriminator Loss: 1.3830... Generator Loss: 0.7804 Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.8194 Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.7830 Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.8196 Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.7811 Epoch 5/8... Discriminator Loss: 1.3727... Generator Loss: 0.7898 Epoch 5/8... Discriminator Loss: 1.3951... Generator Loss: 0.7762 Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.7810 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7898 Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.7635 Epoch 5/8... Discriminator Loss: 1.3886... Generator Loss: 0.7823 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7828 Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8529
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.7582 Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.8351 Epoch 5/8... Discriminator Loss: 1.3825... Generator Loss: 0.7324 Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.8387 Epoch 5/8... Discriminator Loss: 1.3765... Generator Loss: 0.7348 Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.8253 Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.7275 Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.8672 Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.7233 Epoch 5/8... Discriminator Loss: 1.3881... Generator Loss: 0.8859 Epoch 5/8... Discriminator Loss: 1.3909... Generator Loss: 0.7320 Epoch 5/8... Discriminator Loss: 1.3885... Generator Loss: 0.7635 Epoch 5/8... Discriminator Loss: 1.3917... Generator Loss: 0.8442 Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.6823 Epoch 5/8... Discriminator Loss: 1.3894... Generator Loss: 0.8985 Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.7053 Epoch 5/8... Discriminator Loss: 1.3993... Generator Loss: 0.8131 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7508 Epoch 5/8... Discriminator Loss: 1.3992... Generator Loss: 0.7439 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.8356
Epoch 5/8... Discriminator Loss: 1.3944... Generator Loss: 0.7510 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.8188 Epoch 5/8... Discriminator Loss: 1.3896... Generator Loss: 0.7537 Epoch 5/8... Discriminator Loss: 1.3895... Generator Loss: 0.8222 Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.7753 Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8101 Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7613 Epoch 5/8... Discriminator Loss: 1.3680... Generator Loss: 0.8201 Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.7646 Epoch 5/8... Discriminator Loss: 1.3734... Generator Loss: 0.7950 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8251 Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7502 Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8203 Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.7352 Epoch 5/8... Discriminator Loss: 1.3891... Generator Loss: 0.7995 Epoch 5/8... Discriminator Loss: 1.3839... Generator Loss: 0.8147 Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7164 Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.8778 Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.6828 Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.8648
Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7184 Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.8419 Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.7116 Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.8449 Epoch 5/8... Discriminator Loss: 1.3974... Generator Loss: 0.7024 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8852 Epoch 5/8... Discriminator Loss: 1.4079... Generator Loss: 0.6430 Epoch 5/8... Discriminator Loss: 1.3922... Generator Loss: 0.9157 Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.6875 Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.8209 Epoch 5/8... Discriminator Loss: 1.4023... Generator Loss: 0.7832 Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.8069 Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7854 Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.8127 Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.7929 Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.7808 Epoch 5/8... Discriminator Loss: 1.3736... Generator Loss: 0.7905 Epoch 5/8... Discriminator Loss: 1.3878... Generator Loss: 0.7920 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.7273 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.8688
Epoch 5/8... Discriminator Loss: 1.3870... Generator Loss: 0.7143 Epoch 5/8... Discriminator Loss: 1.3771... Generator Loss: 0.8490 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7717 Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.8257 Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7209 Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.8609 Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.7083 Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8458 Epoch 5/8... Discriminator Loss: 1.4007... Generator Loss: 0.6733 Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.8531 Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.8175 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7634 Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.8014 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7667 Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.7873 Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.7827 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7795 Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.8327 Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7200 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.8558
Epoch 5/8... Discriminator Loss: 1.3923... Generator Loss: 0.7073 Epoch 5/8... Discriminator Loss: 1.3923... Generator Loss: 0.8849 Epoch 5/8... Discriminator Loss: 1.3919... Generator Loss: 0.6869 Epoch 5/8... Discriminator Loss: 1.3862... Generator Loss: 0.8505 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7792 Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.8071 Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7533 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.7860 Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.8329 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7421 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8583 Epoch 5/8... Discriminator Loss: 1.4018... Generator Loss: 0.6956 Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.8779 Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.7360 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8574 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7526 Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.8002 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7831 Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8181 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7736
Epoch 5/8... Discriminator Loss: 1.3702... Generator Loss: 0.8046 Epoch 5/8... Discriminator Loss: 1.3936... Generator Loss: 0.7671 Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.7935 Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.7407 Epoch 5/8... Discriminator Loss: 1.3908... Generator Loss: 0.8558 Epoch 5/8... Discriminator Loss: 1.3988... Generator Loss: 0.6844 Epoch 5/8... Discriminator Loss: 1.4022... Generator Loss: 0.9044 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7210 Epoch 5/8... Discriminator Loss: 1.3895... Generator Loss: 0.8970 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7264 Epoch 5/8... Discriminator Loss: 1.3947... Generator Loss: 0.8567 Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.7365 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.8748 Epoch 5/8... Discriminator Loss: 1.4005... Generator Loss: 0.6723 Epoch 5/8... Discriminator Loss: 1.3947... Generator Loss: 0.9117 Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.6964 Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8796 Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.6623 Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.9063 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7081
Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.8757 Epoch 5/8... Discriminator Loss: 1.3862... Generator Loss: 0.7141 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.8538 Epoch 5/8... Discriminator Loss: 1.3789... Generator Loss: 0.7390 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.8263 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7578 Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7752 Epoch 5/8... Discriminator Loss: 1.3897... Generator Loss: 0.8078 Epoch 5/8... Discriminator Loss: 1.3704... Generator Loss: 0.7834 Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.7714 Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.8176 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7207 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8351 Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7554 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.8306 Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.7221 Epoch 5/8... Discriminator Loss: 1.4068... Generator Loss: 0.9135 Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.7349 Epoch 5/8... Discriminator Loss: 1.3877... Generator Loss: 0.8162 Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7617
Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.8187 Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.7777 Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7859 Epoch 5/8... Discriminator Loss: 1.3829... Generator Loss: 0.8129 Epoch 5/8... Discriminator Loss: 1.3712... Generator Loss: 0.7573 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8465 Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.7526 Epoch 5/8... Discriminator Loss: 1.3950... Generator Loss: 0.8347 Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.7377 Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.8383 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7327 Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.8877 Epoch 5/8... Discriminator Loss: 1.3933... Generator Loss: 0.6807 Epoch 5/8... Discriminator Loss: 1.3912... Generator Loss: 0.9560 Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.6990 Epoch 5/8... Discriminator Loss: 1.3945... Generator Loss: 0.9101 Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.7114 Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.8529 Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.7459 Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.8088
Epoch 5/8... Discriminator Loss: 1.3726... Generator Loss: 0.8123 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7859 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8072 Epoch 5/8... Discriminator Loss: 1.3719... Generator Loss: 0.7834 Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.7904 Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7940 Epoch 5/8... Discriminator Loss: 1.3725... Generator Loss: 0.8594 Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.7039 Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.9412 Epoch 5/8... Discriminator Loss: 1.4221... Generator Loss: 0.6067 Epoch 5/8... Discriminator Loss: 1.4079... Generator Loss: 0.9104 Epoch 5/8... Discriminator Loss: 1.3740... Generator Loss: 0.7465 Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7920 Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.7845 Epoch 5/8... Discriminator Loss: 1.3710... Generator Loss: 0.8080 Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7767 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.8092 Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.8064 Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.7631 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8174
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7418 Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8618 Epoch 5/8... Discriminator Loss: 1.3789... Generator Loss: 0.7445 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.8619 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7313 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8475 Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.7638 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.7970 Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7890 Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.8178 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7793 Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.8389 Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.7417 Epoch 5/8... Discriminator Loss: 1.3886... Generator Loss: 0.8837 Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7009 Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.9774 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.6775 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.8793 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7568 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8087
Epoch 5/8... Discriminator Loss: 1.3765... Generator Loss: 0.7846 Epoch 5/8... Discriminator Loss: 1.3873... Generator Loss: 0.7762 Epoch 5/8... Discriminator Loss: 1.3735... Generator Loss: 0.8055 Epoch 5/8... Discriminator Loss: 1.3875... Generator Loss: 0.7728 Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.8169 Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.7498 Epoch 5/8... Discriminator Loss: 1.3838... Generator Loss: 0.8628 Epoch 5/8... Discriminator Loss: 1.4012... Generator Loss: 0.6780 Epoch 5/8... Discriminator Loss: 1.3919... Generator Loss: 0.9283 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7107 Epoch 5/8... Discriminator Loss: 1.3839... Generator Loss: 0.8644 Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.7410 Epoch 5/8... Discriminator Loss: 1.3732... Generator Loss: 0.8402 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7597 Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7876 Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.8019 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.8085 Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.7511 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8611 Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.7350
Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.8497 Epoch 5/8... Discriminator Loss: 1.3802... Generator Loss: 0.7208 Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.8755 Epoch 5/8... Discriminator Loss: 1.3862... Generator Loss: 0.7161 Epoch 5/8... Discriminator Loss: 1.3931... Generator Loss: 0.9247 Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.6857 Epoch 5/8... Discriminator Loss: 1.3735... Generator Loss: 0.8858 Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.6973 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.8821 Epoch 5/8... Discriminator Loss: 1.3708... Generator Loss: 0.7511 Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.8254 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7818 Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.8203 Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7893 Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.8223 Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.7744 Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.8096 Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.7709 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8256 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7538
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8293 Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.7607 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.8391 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.7626 Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.8521 Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.6746 Epoch 5/8... Discriminator Loss: 1.4002... Generator Loss: 0.9842 Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.6893 Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.8535 Epoch 5/8... Discriminator Loss: 1.3796... Generator Loss: 0.7379 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8540 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7772 Epoch 5/8... Discriminator Loss: 1.3712... Generator Loss: 0.8042 Epoch 5/8... Discriminator Loss: 1.3789... Generator Loss: 0.7950 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.8165 Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.7742 Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.8130 Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7732 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8135 Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7753
Epoch 5/8... Discriminator Loss: 1.3734... Generator Loss: 0.8346 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7445 Epoch 5/8... Discriminator Loss: 1.3846... Generator Loss: 0.8720 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7156 Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.8815 Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.7169 Epoch 5/8... Discriminator Loss: 1.3829... Generator Loss: 0.8791 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7181 Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.8684 Epoch 5/8... Discriminator Loss: 1.3796... Generator Loss: 0.7254 Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.8548 Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7351 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.8321 Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7340 Epoch 5/8... Discriminator Loss: 1.3886... Generator Loss: 0.9197 Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.6959 Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.8945 Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.7294 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8521 Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7427
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.8679 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7283 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.8449 Epoch 5/8... Discriminator Loss: 1.3751... Generator Loss: 0.7669 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8373 Epoch 5/8... Discriminator Loss: 1.3808... Generator Loss: 0.7386 Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8684 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7348 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8128 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8175 Epoch 5/8... Discriminator Loss: 1.3715... Generator Loss: 0.7887 Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.7802 Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7898 Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.8168 Epoch 5/8... Discriminator Loss: 1.3848... Generator Loss: 0.7612 Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8657 Epoch 5/8... Discriminator Loss: 1.3901... Generator Loss: 0.6794 Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.9403 Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.7012 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8947
Epoch 5/8... Discriminator Loss: 1.3955... Generator Loss: 0.6874 Epoch 5/8... Discriminator Loss: 1.3877... Generator Loss: 0.8898 Epoch 5/8... Discriminator Loss: 1.3932... Generator Loss: 0.7123 Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8641 Epoch 5/8... Discriminator Loss: 1.3805... Generator Loss: 0.7654 Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.8163 Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.7857 Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.7872 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7913 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8074 Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.7907 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7902 Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.8183 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7709 Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.8285 Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.7694 Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8691 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7054 Epoch 5/8... Discriminator Loss: 1.3825... Generator Loss: 0.8945 Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.7043
Epoch 5/8... Discriminator Loss: 1.3870... Generator Loss: 0.9048 Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.6960 Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.8881 Epoch 5/8... Discriminator Loss: 1.3802... Generator Loss: 0.7427 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8310 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7870 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8034 Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.8007 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7866 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8176 Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7804 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.8209 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7701 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8339 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7718 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8259 Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7557 Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.8573 Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7299 Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.8631
Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.7389 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8761 Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.7238 Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.8964 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7239 Epoch 5/8... Discriminator Loss: 1.3829... Generator Loss: 0.8799 Epoch 5/8... Discriminator Loss: 1.3907... Generator Loss: 0.6936 Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.9154 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7110 Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.8589 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7587 Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8213 Epoch 5/8... Discriminator Loss: 1.3771... Generator Loss: 0.7685 Epoch 5/8... Discriminator Loss: 1.3810... Generator Loss: 0.8086 Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.8100 Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7745 Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.8172 Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7695 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.8330 Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.7587
Epoch 5/8... Discriminator Loss: 1.3726... Generator Loss: 0.8529 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7344 Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8592 Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7508 Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.8649 Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7191 Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.9068 Epoch 5/8... Discriminator Loss: 1.3882... Generator Loss: 0.6824 Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.9049 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7257 Epoch 5/8... Discriminator Loss: 1.3895... Generator Loss: 0.8389 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.7586 Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.8586 Epoch 5/8... Discriminator Loss: 1.3867... Generator Loss: 0.7448 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8402 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7714 Epoch 5/8... Discriminator Loss: 1.3745... Generator Loss: 0.8432 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7458 Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8281 Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.7653
Epoch 5/8... Discriminator Loss: 1.3760... Generator Loss: 0.8171 Epoch 5/8... Discriminator Loss: 1.3747... Generator Loss: 0.7729 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.8559 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.7393 Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8612 Epoch 5/8... Discriminator Loss: 1.3808... Generator Loss: 0.7300 Epoch 5/8... Discriminator Loss: 1.3844... Generator Loss: 0.8664 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7407 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8279 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7766 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.8521 Epoch 5/8... Discriminator Loss: 1.3841... Generator Loss: 0.6998 Epoch 5/8... Discriminator Loss: 1.4047... Generator Loss: 0.9940 Epoch 5/8... Discriminator Loss: 1.3913... Generator Loss: 0.6650 Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.9006 Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7255 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7973 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8089 Epoch 5/8... Discriminator Loss: 1.3780... Generator Loss: 0.7649 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8268
Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.7658 Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.8524 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.7274 Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.9113 Epoch 5/8... Discriminator Loss: 1.3939... Generator Loss: 0.7050 Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.9112 Epoch 5/8... Discriminator Loss: 1.3975... Generator Loss: 0.6788 Epoch 5/8... Discriminator Loss: 1.3851... Generator Loss: 0.9267 Epoch 5/8... Discriminator Loss: 1.3818... Generator Loss: 0.7238 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.8340 Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.7682 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7798 Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.8040 Epoch 5/8... Discriminator Loss: 1.3798... Generator Loss: 0.7954 Epoch 5/8... Discriminator Loss: 1.3826... Generator Loss: 0.7799 Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.8132 Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.7924 Epoch 5/8... Discriminator Loss: 1.3727... Generator Loss: 0.7972 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7998 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7958 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.7929 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8148 Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.7764 Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.8275 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7478 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8631 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7421 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8599 Epoch 5/8... Discriminator Loss: 1.4044... Generator Loss: 0.6389 Epoch 5/8... Discriminator Loss: 1.4333... Generator Loss: 1.0773 Epoch 5/8... Discriminator Loss: 1.3932... Generator Loss: 0.6734 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.8606 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7761 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.8157 Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7905 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7964 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7879 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.8077 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.7805
Epoch 5/8... Discriminator Loss: 1.3741... Generator Loss: 0.8169 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7522 Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.8511 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.7518 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.8314 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7710 Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.8273 Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7739 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.8056 Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.8025 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7928 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7889 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.8145 Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.7682 Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.8441 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7245 Epoch 5/8... Discriminator Loss: 1.3908... Generator Loss: 0.9215 Epoch 5/8... Discriminator Loss: 1.3885... Generator Loss: 0.6794 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.9138 Epoch 5/8... Discriminator Loss: 1.3830... Generator Loss: 0.7128
Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.8621 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7640 Epoch 5/8... Discriminator Loss: 1.3749... Generator Loss: 0.8313 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7695 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.8205 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7762 Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.8134 Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.7836 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8177 Epoch 5/8... Discriminator Loss: 1.3780... Generator Loss: 0.7764 Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.8149 Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.7900 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8117 Epoch 5/8... Discriminator Loss: 1.3760... Generator Loss: 0.7814 Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.8117 Epoch 5/8... Discriminator Loss: 1.3780... Generator Loss: 0.7579 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8695 Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7016 Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.9445 Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.6746
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.9020 Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.7296 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.8462 Epoch 5/8... Discriminator Loss: 1.3776... Generator Loss: 0.7725 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.8208 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7799 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8094 Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.7850 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.8061 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7927 Epoch 5/8... Discriminator Loss: 1.3760... Generator Loss: 0.8047 Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.7870 Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.8111 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7928 Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.7897 Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.8091 Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7788 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8321 Epoch 5/8... Discriminator Loss: 1.3752... Generator Loss: 0.7615 Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.8103
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7927 Epoch 5/8... Discriminator Loss: 1.3747... Generator Loss: 0.8042 Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7894 Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.8210 Epoch 5/8... Discriminator Loss: 1.3771... Generator Loss: 0.7485 Epoch 5/8... Discriminator Loss: 1.3847... Generator Loss: 0.8980 Epoch 5/8... Discriminator Loss: 1.4004... Generator Loss: 0.6454 Epoch 5/8... Discriminator Loss: 1.4049... Generator Loss: 0.9974 Epoch 5/8... Discriminator Loss: 1.3909... Generator Loss: 0.6808 Epoch 5/8... Discriminator Loss: 1.3802... Generator Loss: 0.8768 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7310 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8624 Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7410 Epoch 5/8... Discriminator Loss: 1.3787... Generator Loss: 0.8638 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.7531 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.8577 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7394 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.8403 Epoch 5/8... Discriminator Loss: 1.3766... Generator Loss: 0.7717 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.8355
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7663 Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.8417 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.7588 Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8746 Epoch 5/8... Discriminator Loss: 1.3836... Generator Loss: 0.7068 Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.9150 Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.6941 Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.8937 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7256 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8496 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7593 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8209 Epoch 6/8... Discriminator Loss: 1.3729... Generator Loss: 0.7901 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7968 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7960 Epoch 6/8... Discriminator Loss: 1.3750... Generator Loss: 0.7985 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7944 Epoch 6/8... Discriminator Loss: 1.3724... Generator Loss: 0.8089 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7781 Epoch 6/8... Discriminator Loss: 1.3751... Generator Loss: 0.7986
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7880 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8130 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7755 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8215 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7610 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8489 Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7290 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.8866 Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.6947 Epoch 6/8... Discriminator Loss: 1.3907... Generator Loss: 0.9363 Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.6759 Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.8988 Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.7203 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8644 Epoch 6/8... Discriminator Loss: 1.3712... Generator Loss: 0.7565 Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.8204 Epoch 6/8... Discriminator Loss: 1.3726... Generator Loss: 0.7905 Epoch 6/8... Discriminator Loss: 1.3682... Generator Loss: 0.7980 Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.7447 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8648
Epoch 6/8... Discriminator Loss: 1.3855... Generator Loss: 0.6833 Epoch 6/8... Discriminator Loss: 1.3981... Generator Loss: 0.9587 Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.6967 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8619 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7586 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8181 Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7814 Epoch 6/8... Discriminator Loss: 1.3739... Generator Loss: 0.8063 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7896 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8033 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7899 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8083 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8017 Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.7931 Epoch 6/8... Discriminator Loss: 1.3826... Generator Loss: 0.7812 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8190 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7821 Epoch 6/8... Discriminator Loss: 1.3761... Generator Loss: 0.8283 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7365 Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.9120
Epoch 6/8... Discriminator Loss: 1.3894... Generator Loss: 0.6852 Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.9036 Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.7149 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8697 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.7385 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8507 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7509 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8337 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7599 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8345 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7625 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8279 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7753 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8214 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7708 Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8296 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7614 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.8462 Epoch 6/8... Discriminator Loss: 1.3807... Generator Loss: 0.7378 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8764
Epoch 6/8... Discriminator Loss: 1.3807... Generator Loss: 0.7169 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8997 Epoch 6/8... Discriminator Loss: 1.3864... Generator Loss: 0.7030 Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.8936 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7253 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8585 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7527 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8442 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7558 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8564 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7383 Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.8675 Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7195 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.8852 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7126 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.8796 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.7344 Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.8468 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7521 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8299
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7774 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8040 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7833 Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.8162 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7801 Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.8220 Epoch 6/8... Discriminator Loss: 1.3748... Generator Loss: 0.7722 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8261 Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.7578 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8576 Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.7047 Epoch 6/8... Discriminator Loss: 1.3917... Generator Loss: 0.9282 Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.6784 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8992 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7118 Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.8715 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7419 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8540 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7399 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8638
Epoch 6/8... Discriminator Loss: 1.3868... Generator Loss: 0.7199 Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.9024 Epoch 6/8... Discriminator Loss: 1.3855... Generator Loss: 0.6911 Epoch 6/8... Discriminator Loss: 1.3865... Generator Loss: 0.9124 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.7147 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8682 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7480 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8380 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7694 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8214 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7825 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8053 Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7859 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8131 Epoch 6/8... Discriminator Loss: 1.3748... Generator Loss: 0.7920 Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.8281 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7658 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8542 Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.7132 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.9061
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.6886 Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.9315 Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.7010 Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.8762 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7493 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8378 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7628 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8262 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7800 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8290 Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.7684 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8247 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7696 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8200 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7703 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8290 Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.7627 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8451 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7416 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8877
Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.6973 Epoch 6/8... Discriminator Loss: 1.3845... Generator Loss: 0.9044 Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.7063 Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.8765 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7403 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8492 Epoch 6/8... Discriminator Loss: 1.3967... Generator Loss: 0.7440 Epoch 6/8... Discriminator Loss: 1.3658... Generator Loss: 0.8567 Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.6990 Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.9164 Epoch 6/8... Discriminator Loss: 1.3871... Generator Loss: 0.6846 Epoch 6/8... Discriminator Loss: 1.3881... Generator Loss: 0.9076 Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7182 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8605 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7606 Epoch 6/8... Discriminator Loss: 1.3870... Generator Loss: 0.8210 Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8024 Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.7964 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7988 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7996
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7905 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7901 Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.8165 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7660 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8421 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7465 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.8750 Epoch 6/8... Discriminator Loss: 1.3879... Generator Loss: 0.6958 Epoch 6/8... Discriminator Loss: 1.3873... Generator Loss: 0.9197 Epoch 6/8... Discriminator Loss: 1.3839... Generator Loss: 0.7124 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8693 Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7427 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8464 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7602 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8357 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7666 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8276 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7654 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8343 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7482
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8618 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7222 Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.8861 Epoch 6/8... Discriminator Loss: 1.3874... Generator Loss: 0.6926 Epoch 6/8... Discriminator Loss: 1.3924... Generator Loss: 0.9265 Epoch 6/8... Discriminator Loss: 1.3889... Generator Loss: 0.6869 Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.8774 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7527 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8235 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7742 Epoch 6/8... Discriminator Loss: 1.3734... Generator Loss: 0.8066 Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7910 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8046 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7868 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8106 Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.7861 Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.8187 Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.7817 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8237 Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.7390
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8834 Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.6933 Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.9352 Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.6998 Epoch 6/8... Discriminator Loss: 1.3818... Generator Loss: 0.8718 Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.7467 Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8424 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7522 Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.8481 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7475 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8498 Epoch 6/8... Discriminator Loss: 1.3824... Generator Loss: 0.7183 Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.9116 Epoch 6/8... Discriminator Loss: 1.3922... Generator Loss: 0.6711 Epoch 6/8... Discriminator Loss: 1.3875... Generator Loss: 0.9138 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7327 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8467 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7658 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8128 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7806
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.8270 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7519 Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8461 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7529 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8392 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7647 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.8322 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7667 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8363 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7575 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8537 Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7171 Epoch 6/8... Discriminator Loss: 1.3862... Generator Loss: 0.9151 Epoch 6/8... Discriminator Loss: 1.3894... Generator Loss: 0.6878 Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.8963 Epoch 6/8... Discriminator Loss: 1.3831... Generator Loss: 0.7188 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8535 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7577 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8418 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7709
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8137 Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.7990 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7887 Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.7970 Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8015 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7795 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8315 Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.7687 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8423 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7368 Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8950 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.6935 Epoch 6/8... Discriminator Loss: 1.3859... Generator Loss: 0.9056 Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7206 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8624 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7457 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.8466 Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.7666 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8447 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7611
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8397 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7625 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8414 Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.7348 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8740 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7101 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.9082 Epoch 6/8... Discriminator Loss: 1.3845... Generator Loss: 0.6983 Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.8869 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7377 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.8454 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7637 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8325 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7644 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8282 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7581 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8342 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7617 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8465 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7449
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8531 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7391 Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.8366 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7546 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8589 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7215 Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.8916 Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.7113 Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.8873 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7272 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8666 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7500 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8389 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7636 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8273 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7679 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8317 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7673 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.8264 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7731
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8236 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7750 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.8154 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7770 Epoch 6/8... Discriminator Loss: 1.3751... Generator Loss: 0.8280 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7634 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.8436 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7416 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8901 Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.6850 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.9262 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.6902 Epoch 6/8... Discriminator Loss: 1.3831... Generator Loss: 0.8973 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7216 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.8622 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7496 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.8355 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7681 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8331 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7565
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8567 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7363 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8733 Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7302 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8563 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7627 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.8293 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7586 Epoch 6/8... Discriminator Loss: 1.3755... Generator Loss: 0.8369 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7636 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8497 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7260 Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.8929 Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.7054 Epoch 6/8... Discriminator Loss: 1.3823... Generator Loss: 0.8873 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7309 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8588 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7365 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8675 Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.7242
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8901 Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.7177 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8638 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7488 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8453 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7602 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8309 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7685 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8321 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7600 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8420 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7556 Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8472 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7496 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.8463 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7462 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8553 Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.7359 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.8714 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.7234
Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.8810 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7300 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.8554 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7558 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8308 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7652 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8298 Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.7733 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8270 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7645 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8332 Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7662 Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.8290 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7652 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8442 Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7328 Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.8876 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7122 Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.8868 Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.7241
Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8628 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7499 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8422 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7621 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8265 Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.7691 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8311 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7574 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8356 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7503 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8446 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7507 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8554 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7262 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8922 Epoch 6/8... Discriminator Loss: 1.3841... Generator Loss: 0.7039 Epoch 6/8... Discriminator Loss: 1.3879... Generator Loss: 0.9091 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.6956 Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.8925 Epoch 6/8... Discriminator Loss: 1.3803... Generator Loss: 0.7322
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8458 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7552 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8275 Epoch 6/8... Discriminator Loss: 1.3761... Generator Loss: 0.7763 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8133 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7926 Epoch 6/8... Discriminator Loss: 1.3735... Generator Loss: 0.8079 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7896 Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.8035 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7868 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8154 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7690 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8348 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7488 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8709 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.7135 Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.9061 Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.7111 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8860 Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7215
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8717 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7309 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8570 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7491 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8394 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7537 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8439 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7631 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8313 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7580 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8500 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7353 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8834 Epoch 6/8... Discriminator Loss: 1.3841... Generator Loss: 0.7080 Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.8956 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7244 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8658 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7435 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.8477 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.7583
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8334 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.7656 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8275 Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.7726 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8287 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7675 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8374 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.7548 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8590 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7271 Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.8826 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7295 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8690 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7376 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8551 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7490 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8465 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7507 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8530 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7450
Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.8570 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7410 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8670 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7238 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.8750 Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7404 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.8784 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.7138 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8792 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7382 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8506 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7576 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8428 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7506 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8516 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7439 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.8529 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7456 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8621 Epoch 6/8... Discriminator Loss: 1.3821... Generator Loss: 0.7259
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8773 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7250 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8682 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7394 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8493 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7590 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8289 Epoch 6/8... Discriminator Loss: 1.3763... Generator Loss: 0.7704 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8198 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7716 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8314 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7548 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8552 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7390 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8700 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7234 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8801 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7280 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.8643 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7447
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8498 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7553 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.8375 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7601 Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.8408 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.7449 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8582 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7421 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8562 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7307 Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.8820 Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7094 Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.8891 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7278 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8642 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7446 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8480 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7441 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.8560 Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.7339
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8706 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7191 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8804 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7375 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8535 Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.7473 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8458 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7605 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8391 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7576 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8397 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7534 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.8434 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7505 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8483 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.7507 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.8477 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7535 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8466 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7494
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8471 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7283 Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.8829 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7239 Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8710 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7413 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.8487 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7585 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8474 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7459 Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.8665 Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7299 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8756 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7210 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.8752 Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.7130 Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.8845 Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.7255 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8558 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7528
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.8307 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7682 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8349 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7414 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.8849 Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.6943 Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.9015 Epoch 6/8... Discriminator Loss: 1.4015... Generator Loss: 0.6325 Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.8947 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7348 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8510 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7520 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8318 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7720 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8211 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7757 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8270 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7703 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.8243 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7794
Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8215 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7666 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8286 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.7704 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8281 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7704 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8273 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7664 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8390 Epoch 6/8... Discriminator Loss: 1.3776... Generator Loss: 0.7596 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8395 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7557 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8450 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7505 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8555 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7405 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8609 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7401 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8594 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7450
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8579 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7367 Epoch 6/8... Discriminator Loss: 1.3798... Generator Loss: 0.8615 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7331 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.8627 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7441 Epoch 6/8... Discriminator Loss: 1.3781... Generator Loss: 0.8526 Epoch 6/8... Discriminator Loss: 1.3799... Generator Loss: 0.7421 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.8513 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7498 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8634 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7204 Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.8962 Epoch 6/8... Discriminator Loss: 1.3807... Generator Loss: 0.7263 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.8541 Epoch 6/8... Discriminator Loss: 1.3780... Generator Loss: 0.7575 Epoch 6/8... Discriminator Loss: 1.3775... Generator Loss: 0.8361 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.7662 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8252 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7707
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8279 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7550 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8620 Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.7283 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8748 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7337 Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.8796 Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.7028 Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.9104 Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7108 Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.8853 Epoch 7/8... Discriminator Loss: 1.4361... Generator Loss: 0.5717 Epoch 7/8... Discriminator Loss: 1.4112... Generator Loss: 1.0267 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7667 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8062 Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.7953 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7994 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7952 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7960 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8021
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7909 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8094 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7920 Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.8050 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7923 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8036 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7937 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8036 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7848 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8166 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7709 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8329 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7659 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8137 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7825 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8165 Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.7643 Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.8287 Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7648 Epoch 7/8... Discriminator Loss: 1.3954... Generator Loss: 0.9323
Epoch 7/8... Discriminator Loss: 1.4047... Generator Loss: 0.6279 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.8957 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7640 Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.8130 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7940 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7991 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7863 Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8079 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7954 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7955 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7963 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7976 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8026 Epoch 7/8... Discriminator Loss: 1.3743... Generator Loss: 0.7925 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7970 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8044 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7847 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8059 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7877 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8107
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7821 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8165 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7700 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8452 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7330 Epoch 7/8... Discriminator Loss: 1.3836... Generator Loss: 0.9074 Epoch 7/8... Discriminator Loss: 1.3917... Generator Loss: 0.6808 Epoch 7/8... Discriminator Loss: 1.3876... Generator Loss: 0.9191 Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7270 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8643 Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.7394 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8613 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7467 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8388 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7590 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8468 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7497 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8544 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7468 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8468
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7535 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8482 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7526 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8465 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7537 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8399 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7612 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8430 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7526 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8405 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7478 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8666 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7160 Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.8855 Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7313 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8559 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7494 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8372 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7825 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8167
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7631 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8321 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7608 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8406 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7493 Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8585 Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7258 Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8898 Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.7125 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8691 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7499 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8423 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7624 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8337 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7669 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8330 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7551 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8468 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7380 Epoch 7/8... Discriminator Loss: 1.3816... Generator Loss: 0.8733
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7180 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8698 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.7367 Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8562 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7512 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8432 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7578 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8399 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7591 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8422 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7548 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8427 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7540 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8439 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7568 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8376 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7580 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8314 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7642 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8394
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7562 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8450 Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7501 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8605 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7266 Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8847 Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.7033 Epoch 7/8... Discriminator Loss: 1.3870... Generator Loss: 0.9050 Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7063 Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8579 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7325 Epoch 7/8... Discriminator Loss: 1.3818... Generator Loss: 0.8808 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7334 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8509 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7600 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8291 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7649 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8150 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7672 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8390
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7490 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8625 Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7185 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.8944 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.7134 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8714 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7470 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8420 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7649 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8268 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7708 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8317 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7614 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8355 Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.7757 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8267 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7354 Epoch 7/8... Discriminator Loss: 1.3846... Generator Loss: 0.8904 Epoch 7/8... Discriminator Loss: 1.3993... Generator Loss: 0.6731 Epoch 7/8... Discriminator Loss: 1.3888... Generator Loss: 0.9328
Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.7257 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8464 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7663 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8243 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7772 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8123 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7873 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8028 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7921 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7995 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7997 Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8013 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7923 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8105 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7840 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8140 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7623 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8502 Epoch 7/8... Discriminator Loss: 1.3895... Generator Loss: 0.6778 Epoch 7/8... Discriminator Loss: 1.4009... Generator Loss: 0.9843
Epoch 7/8... Discriminator Loss: 1.3875... Generator Loss: 0.6822 Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.8727 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7379 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8418 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7468 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8724 Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.7179 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8601 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7673 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8210 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7824 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8060 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7918 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.8033 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7835 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8119 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7845 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8129 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7733 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8528
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7165 Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.9011 Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7145 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8637 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7560 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8307 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7715 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8196 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7784 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8141 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7860 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8412 Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.7185 Epoch 7/8... Discriminator Loss: 1.3910... Generator Loss: 0.9315 Epoch 7/8... Discriminator Loss: 1.3869... Generator Loss: 0.6898 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8784 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7486 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8339 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7711 Epoch 7/8... Discriminator Loss: 1.3757... Generator Loss: 0.8215
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7832 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8069 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7943 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8053 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7889 Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.7951 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8142 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7695 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8541 Epoch 7/8... Discriminator Loss: 1.3909... Generator Loss: 0.6752 Epoch 7/8... Discriminator Loss: 1.3911... Generator Loss: 0.9459 Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7125 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8500 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7689 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8190 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7807 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8102 Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7866 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8087 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7889
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8067 Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.7886 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8101 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7845 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8130 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7793 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8332 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7491 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8642 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7270 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8833 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.7145 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8866 Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.7296 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8558 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7555 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8351 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7679 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8265 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7732
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8214 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7753 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8233 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7738 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8244 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7748 Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.8171 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7710 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8441 Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.7222 Epoch 7/8... Discriminator Loss: 1.3856... Generator Loss: 0.9124 Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.6935 Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.8956 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7301 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8546 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7551 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8386 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7657 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8253 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7693
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8277 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7661 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8435 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7469 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8626 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7328 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8665 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7404 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8519 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7573 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8353 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7673 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8213 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7743 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8223 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7715 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8387 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7483 Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8701 Epoch 7/8... Discriminator Loss: 1.3893... Generator Loss: 0.6810
Epoch 7/8... Discriminator Loss: 1.3922... Generator Loss: 0.9402 Epoch 7/8... Discriminator Loss: 1.3860... Generator Loss: 0.6966 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8814 Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.7366 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8467 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7608 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8332 Epoch 7/8... Discriminator Loss: 1.3816... Generator Loss: 0.7250 Epoch 7/8... Discriminator Loss: 1.3869... Generator Loss: 0.9199 Epoch 7/8... Discriminator Loss: 1.3864... Generator Loss: 0.6915 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8801 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7465 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8355 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7660 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.8337 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7589 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8417 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7557 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8584 Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.7377
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8502 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7437 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8527 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7477 Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.8429 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7570 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8423 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7530 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8364 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7678 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8269 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7705 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8282 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7675 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8274 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7611 Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.8503 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7448 Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.8655 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.7333
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8654 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7417 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8552 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7406 Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8622 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7431 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8476 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7591 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8306 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7678 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8278 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7661 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8489 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7266 Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.8782 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7283 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8619 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7428 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8501 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7563
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8386 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7636 Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8304 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7580 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8491 Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.7455 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8685 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7273 Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.8979 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7159 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8596 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7500 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8452 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7582 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8411 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7584 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8342 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7577 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8707 Epoch 7/8... Discriminator Loss: 1.3986... Generator Loss: 0.6460
Epoch 7/8... Discriminator Loss: 1.4069... Generator Loss: 1.0111 Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7201 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8295 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7795 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8204 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7832 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8010 Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7973 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8015 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7948 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8039 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7919 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8057 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7835 Epoch 7/8... Discriminator Loss: 1.3757... Generator Loss: 0.8070 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7853 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8128 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7795 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8400 Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.7198
Epoch 7/8... Discriminator Loss: 1.3896... Generator Loss: 0.9305 Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.7051 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8678 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7573 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8324 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7714 Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8228 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7631 Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.9019 Epoch 7/8... Discriminator Loss: 1.3896... Generator Loss: 0.6807 Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.8844 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7523 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8229 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7858 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8077 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7879 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8085 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7828 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8207 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7704
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8326 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7589 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8446 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7446 Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.8648 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7354 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8613 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7450 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8410 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7681 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8232 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7745 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8200 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7795 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8163 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7790 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8183 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7691 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8404 Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.7091
Epoch 7/8... Discriminator Loss: 1.3956... Generator Loss: 0.9598 Epoch 7/8... Discriminator Loss: 1.3879... Generator Loss: 0.6862 Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8724 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7578 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8235 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7835 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8118 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7875 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8069 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7925 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8009 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7968 Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.7977 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7974 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7980 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7999 Epoch 7/8... Discriminator Loss: 1.3757... Generator Loss: 0.7973 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7983 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8029 Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.7894
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8155 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7620 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8633 Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.6977 Epoch 7/8... Discriminator Loss: 1.3880... Generator Loss: 0.9247 Epoch 7/8... Discriminator Loss: 1.3836... Generator Loss: 0.7066 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8642 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7510 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8393 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7663 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8293 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7673 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8287 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7669 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8285 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7647 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8400 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7570 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8415 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7550
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8417 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7525 Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.8492 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7469 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8537 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7435 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8544 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7477 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8473 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7568 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8380 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7634 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8338 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7661 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8314 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7641 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8358 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7566 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8480 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7435
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8612 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7380 Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.8641 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7373 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8581 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7481 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8451 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7559 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8388 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7619 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8368 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7579 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8516 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.7388 Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8723 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7265 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8719 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7390 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8558 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7548
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8400 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7615 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8330 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7664 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8271 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7598 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8582 Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7140 Epoch 7/8... Discriminator Loss: 1.3862... Generator Loss: 0.9107 Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.7127 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8639 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7511 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8369 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7643 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8276 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7693 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8524 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7255 Epoch 7/8... Discriminator Loss: 1.3841... Generator Loss: 0.8989 Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.7166
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.8683 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7524 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8336 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7692 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8221 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7772 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8192 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7798 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8162 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7828 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8168 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7755 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8216 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7771 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.8462 Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.7227 Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.9101 Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7140 Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.8715 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7414
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8478 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7608 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8283 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7745 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8212 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7758 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8197 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7768 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8222 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7711 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8328 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7556 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8534 Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7358 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8718 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.7286 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8700 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7395 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8568 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7479
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8660 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7229 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8792 Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.7359 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8503 Epoch 7/8... Discriminator Loss: 1.3935... Generator Loss: 0.6834 Epoch 7/8... Discriminator Loss: 1.3937... Generator Loss: 0.9445 Epoch 7/8... Discriminator Loss: 1.3865... Generator Loss: 0.6926 Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.9175 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7332 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8401 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7717 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8291 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7786 Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8143 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7778 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8158 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7839 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8087 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7905
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8060 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7903 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8093 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7822 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8191 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7746 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8360 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7381 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8949 Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7075 Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.8870 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.7363 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8459 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7640 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8245 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7714 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8259 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7753 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8237 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8379 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7507 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8565 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7378 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8641 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7410 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8491 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7581 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8324 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7674 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8244 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7724 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8256 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7737 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8288 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7673 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8334 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7514 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8598 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7275
Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8938 Epoch 8/8... Discriminator Loss: 1.3868... Generator Loss: 0.6908 Epoch 8/8... Discriminator Loss: 1.3840... Generator Loss: 0.8880 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7338 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8389 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7688 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8222 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7792 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8221 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7708 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8459 Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7283 Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9229 Epoch 8/8... Discriminator Loss: 1.3886... Generator Loss: 0.6821 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8788 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7588 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8280 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7672 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8367 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7624
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8243 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7733 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8205 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7673 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8372 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7569 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8434 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7472 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8716 Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.7262 Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8658 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7393 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8548 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7501 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8473 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7490 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8561 Epoch 8/8... Discriminator Loss: 1.3828... Generator Loss: 0.7100 Epoch 8/8... Discriminator Loss: 1.3880... Generator Loss: 0.9268 Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7143
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8488 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7673 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8199 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7829 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8098 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7900 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8044 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7925 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8040 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7946 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8014 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7965 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7983 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7980 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7990 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7982 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7992 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7969 Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7958 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8071
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7658 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8801 Epoch 8/8... Discriminator Loss: 1.3879... Generator Loss: 0.6842 Epoch 8/8... Discriminator Loss: 1.3872... Generator Loss: 0.9210 Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.7208 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8496 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7688 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8176 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7843 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8092 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7896 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8084 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7893 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8077 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7886 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8093 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7843 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8174 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7763 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8305
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7564 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8552 Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.7306 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8790 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7249 Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8711 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7350 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8614 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7431 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8517 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7515 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8500 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7390 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8716 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.7297 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8633 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7483 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8411 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7632 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8303
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7732 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8261 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7693 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8531 Epoch 8/8... Discriminator Loss: 1.3862... Generator Loss: 0.6919 Epoch 8/8... Discriminator Loss: 1.3918... Generator Loss: 0.9444 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7160 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8466 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7723 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8153 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7750 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8193 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7747 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8235 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7725 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8245 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7709 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8288 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7670 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8390
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7141 Epoch 8/8... Discriminator Loss: 1.3911... Generator Loss: 0.9426 Epoch 8/8... Discriminator Loss: 1.3844... Generator Loss: 0.7030 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8590 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7644 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8195 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7842 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8080 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7857 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8079 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7773 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8360 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7435 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.8652 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7338 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8629 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7465 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8457 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7625 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8432
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7224 Epoch 8/8... Discriminator Loss: 1.3949... Generator Loss: 0.9649 Epoch 8/8... Discriminator Loss: 1.3928... Generator Loss: 0.6661 Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8740 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7624 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8155 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7893 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8059 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7909 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8036 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7913 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8024 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7995 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7717 Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.9148 Epoch 8/8... Discriminator Loss: 1.3856... Generator Loss: 0.6983 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8712 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7424 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8722 Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7219
Epoch 8/8... Discriminator Loss: 1.3828... Generator Loss: 0.8977 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7415 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8312 Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.7740 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8193 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7713 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8572 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7233 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8830 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7393 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8393 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7690 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8196 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7832 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8111 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7890 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8101 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7842 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8198 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7710
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8307 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7604 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8567 Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.7319 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8712 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7416 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8413 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7579 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8385 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7608 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8335 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7690 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8275 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7703 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8296 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7664 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8339 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7565 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8541 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7305
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8820 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7271 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8588 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7584 Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8804 Epoch 8/8... Discriminator Loss: 1.3865... Generator Loss: 0.6931 Epoch 8/8... Discriminator Loss: 1.3840... Generator Loss: 0.8969 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7408 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8384 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7649 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8213 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7810 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8104 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7853 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8074 Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.7955 Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.7938 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8047 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7687 Epoch 8/8... Discriminator Loss: 1.3878... Generator Loss: 0.9136
Epoch 8/8... Discriminator Loss: 1.3960... Generator Loss: 0.6541 Epoch 8/8... Discriminator Loss: 1.3845... Generator Loss: 0.9100 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7374 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8276 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7844 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8074 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7891 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8032 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7959 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7986 Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.7985 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7971 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7982 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7989 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7986 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8009 Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.7935 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8062 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7842 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8272
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7584 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8525 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7387 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8687 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7302 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8702 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7343 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8570 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7477 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8519 Epoch 8/8... Discriminator Loss: 1.3925... Generator Loss: 0.6968 Epoch 8/8... Discriminator Loss: 1.3948... Generator Loss: 0.9558 Epoch 8/8... Discriminator Loss: 1.3842... Generator Loss: 0.7027 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.8648 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7598 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8237 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7850 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8066 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7930 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7969
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7992 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7971 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7955 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8021 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7973 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8000 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7903 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8153 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7697 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8522 Epoch 8/8... Discriminator Loss: 1.3836... Generator Loss: 0.7081 Epoch 8/8... Discriminator Loss: 1.3860... Generator Loss: 0.9135 Epoch 8/8... Discriminator Loss: 1.3811... Generator Loss: 0.7229 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8458 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7716 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8254 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7695 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8367 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7573 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8423
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7565 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8381 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7616 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8369 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7468 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8597 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.7348 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8555 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7532 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8396 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7666 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8297 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7680 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8267 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7691 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8311 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7637 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8400 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7503 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8574
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7389 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8576 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7459 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8496 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7566 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8337 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7697 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8273 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7737 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8234 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7703 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8384 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7582 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8554 Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.6977 Epoch 8/8... Discriminator Loss: 1.3856... Generator Loss: 0.9088 Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.7303 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8445 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7690 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8216
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7789 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8151 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7837 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8117 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7851 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8108 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7864 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8141 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7776 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8248 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7672 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8429 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7431 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8717 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7290 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8636 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7457 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8445 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7596 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8372
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7642 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8301 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7696 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8286 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7687 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8291 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7677 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8321 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7641 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8358 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7598 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8429 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7506 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8558 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7390 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8643 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7371 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8606 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7436 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8538
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7510 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8437 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7582 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8371 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7620 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8353 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7624 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8369 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7606 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8388 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7563 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8417 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7483 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8625 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7281 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8745 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7296 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8645 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7436 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8493
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7552 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8458 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7493 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8488 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7361 Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8864 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7152 Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.8849 Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7152 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8690 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7429 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8422 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7622 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8412 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7543 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8457 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7560 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8374 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7649 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8369
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7623 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8363 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7617 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8352 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7570 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8419 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7583 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8395 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7596 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8370 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7625 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8332 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7646 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8393 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7528 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8522 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7492 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8461 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7503 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8531
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7398 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8600 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7466 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8481 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7581 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8353 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7658 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8306 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7655 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8357 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7580 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8439 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7523 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8495 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7482 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8520 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7479 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8483 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7550 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8431
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7552 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8439 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7558 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8428 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7580 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8722 Epoch 8/8... Discriminator Loss: 1.3837... Generator Loss: 0.7063 Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.8902 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7337 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8472 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7653 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8248 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7781 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8147 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7864 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8118 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7813 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8213 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7703 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8348
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7557 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8484 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7441 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8765 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7171 Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8813 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7373 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8494 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7585 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8332 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7692 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8303 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7569 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8576 Epoch 8/8... Discriminator Loss: 1.3822... Generator Loss: 0.7219 Epoch 8/8... Discriminator Loss: 1.3877... Generator Loss: 0.9202 Epoch 8/8... Discriminator Loss: 1.3880... Generator Loss: 0.6898 Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8791 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7200 Epoch 8/8... Discriminator Loss: 1.3902... Generator Loss: 0.9296
Epoch 8/8... Discriminator Loss: 1.3846... Generator Loss: 0.7018 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8652 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7600 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8287 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7745 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8207 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7793 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8176 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7810 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8240 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7511 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8655 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7319 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8565 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7585 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8276 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7690 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8327 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7507 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.8593
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7461 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8423 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7662 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8234 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7759 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8220 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7780 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8152 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7804 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8178 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7753 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8271 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7639 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8435 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7441 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8640 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7397 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8535 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7512 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8413
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7576 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8468 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7319 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8711 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.7304 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8750 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7368 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8487 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7575 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8340 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7683 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8277 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7711 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8282 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7633 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8376 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7601 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8426 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7565 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8386
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7626 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8381 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7529 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.8649 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7317 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8620 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7497 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8582 Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7278 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8794 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.7301 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8425 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7647 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8321 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7675 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8266 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7737 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8214 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7781 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8198
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7736 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8257 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7708 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8311 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7622 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8443 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7519 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8516 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7450 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8540 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7503 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8444 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7591 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8356 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7662 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8303 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7693 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8252 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7714 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8307
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7645 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8426 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7472 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8614 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7359 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.8651 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7397 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8509 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7582 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8351 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7672 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8283 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7709 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8266 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7717 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8283 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7671 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8372 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7572 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8447
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7484 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8568 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7409 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8614
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.